diff --git "a/README.md" "b/README.md" new file mode 100644--- /dev/null +++ "b/README.md" @@ -0,0 +1,25260 @@ +--- +license: cc-by-nc-4.0 +tags: +- feature-extraction +- sentence-similarity +- mteb +- sentence-transformers +language: + - multilingual + - af + - am + - ar + - as + - az + - be + - bg + - bn + - br + - bs + - ca + - cs + - cy + - da + - de + - el + - en + - eo + - es + - et + - eu + - fa + - fi + - fr + - fy + - ga + - gd + - gl + - gu + - ha + - he + - hi + - hr + - hu + - hy + - id + - is + - it + - ja + - jv + - ka + - kk + - km + - kn + - ko + - ku + - ky + - la + - lo + - lt + - lv + - mg + - mk + - ml + - mn + - mr + - ms + - my + - ne + - nl + - no + - om + - or + - pa + - pl + - ps + - pt + - ro + - ru + - sa + - sd + - si + - sk + - sl + - so + - sq + - sr + - su + - sv + - sw + - ta + - te + - th + - tl + - tr + - ug + - uk + - ur + - uz + - vi + - xh + - yi + - zh +inference: false +library_name: transformers +model-index: +- name: jina-embeddings-v3 + results: + - dataset: + config: default + name: MTEB AFQMC (default) + revision: b44c3b011063adb25877c13823db83bb193913c4 + split: validation + type: C-MTEB/AFQMC + metrics: + - type: cosine_pearson + value: 41.74237700998808 + - type: cosine_spearman + value: 43.4726782647566 + - type: euclidean_pearson + value: 42.244585459479964 + - type: euclidean_spearman + value: 43.525070045169606 + - type: main_score + value: 43.4726782647566 + - type: manhattan_pearson + value: 42.04616728224863 + - type: manhattan_spearman + value: 43.308828270754645 + - type: pearson + value: 41.74237700998808 + - type: spearman + value: 43.4726782647566 + task: + type: STS + - dataset: + config: default + name: MTEB ArguAna-PL (default) + revision: 63fc86750af76253e8c760fc9e534bbf24d260a2 + split: test + type: clarin-knext/arguana-pl + metrics: + - type: main_score + value: 50.117999999999995 + - type: map_at_1 + value: 24.253 + - type: map_at_10 + value: 40.725 + - type: map_at_100 + value: 41.699999999999996 + - type: map_at_1000 + value: 41.707 + - type: map_at_20 + value: 41.467999999999996 + - type: map_at_3 + value: 35.467 + - type: map_at_5 + value: 38.291 + - type: mrr_at_1 + value: 24.751066856330013 + - type: mrr_at_10 + value: 40.91063808169072 + - type: mrr_at_100 + value: 41.885497923928675 + - type: mrr_at_1000 + value: 41.89301098419842 + - type: mrr_at_20 + value: 41.653552355442514 + - type: mrr_at_3 + value: 35.656709340919775 + - type: mrr_at_5 + value: 38.466097676623946 + - type: nauc_map_at_1000_diff1 + value: 7.503000359807567 + - type: nauc_map_at_1000_max + value: -11.030405164830546 + - type: nauc_map_at_1000_std + value: -8.902792782585117 + - type: nauc_map_at_100_diff1 + value: 7.509899249593199 + - type: nauc_map_at_100_max + value: -11.023581259404406 + - type: nauc_map_at_100_std + value: -8.892241185067272 + - type: nauc_map_at_10_diff1 + value: 7.24369711881512 + - type: nauc_map_at_10_max + value: -10.810000200433278 + - type: nauc_map_at_10_std + value: -8.987230542165776 + - type: nauc_map_at_1_diff1 + value: 11.37175831832417 + - type: nauc_map_at_1_max + value: -13.315221903223055 + - type: nauc_map_at_1_std + value: -9.398199605510275 + - type: nauc_map_at_20_diff1 + value: 7.477364530860648 + - type: nauc_map_at_20_max + value: -10.901251218105566 + - type: nauc_map_at_20_std + value: -8.868148116405925 + - type: nauc_map_at_3_diff1 + value: 6.555548802174882 + - type: nauc_map_at_3_max + value: -12.247274800542934 + - type: nauc_map_at_3_std + value: -9.879475250984811 + - type: nauc_map_at_5_diff1 + value: 7.426588563355882 + - type: nauc_map_at_5_max + value: -11.347695686001805 + - type: nauc_map_at_5_std + value: -9.34441892203972 + - type: nauc_mrr_at_1000_diff1 + value: 5.99737552143614 + - type: nauc_mrr_at_1000_max + value: -11.327205136505727 + - type: nauc_mrr_at_1000_std + value: -8.791079115519503 + - type: nauc_mrr_at_100_diff1 + value: 6.004622525255784 + - type: nauc_mrr_at_100_max + value: -11.320336759899723 + - type: nauc_mrr_at_100_std + value: -8.780602249831777 + - type: nauc_mrr_at_10_diff1 + value: 5.783623516930227 + - type: nauc_mrr_at_10_max + value: -11.095971693467078 + - type: nauc_mrr_at_10_std + value: -8.877242032013582 + - type: nauc_mrr_at_1_diff1 + value: 9.694937537703797 + - type: nauc_mrr_at_1_max + value: -12.531905083727912 + - type: nauc_mrr_at_1_std + value: -8.903992940100146 + - type: nauc_mrr_at_20_diff1 + value: 5.984841206233873 + - type: nauc_mrr_at_20_max + value: -11.195236951048969 + - type: nauc_mrr_at_20_std + value: -8.757266039186018 + - type: nauc_mrr_at_3_diff1 + value: 5.114333824261379 + - type: nauc_mrr_at_3_max + value: -12.64809799843464 + - type: nauc_mrr_at_3_std + value: -9.791146138025184 + - type: nauc_mrr_at_5_diff1 + value: 5.88941606224512 + - type: nauc_mrr_at_5_max + value: -11.763903418071918 + - type: nauc_mrr_at_5_std + value: -9.279175712709446 + - type: nauc_ndcg_at_1000_diff1 + value: 7.076950652226086 + - type: nauc_ndcg_at_1000_max + value: -10.386482092087371 + - type: nauc_ndcg_at_1000_std + value: -8.309190917074046 + - type: nauc_ndcg_at_100_diff1 + value: 7.2329220284865245 + - type: nauc_ndcg_at_100_max + value: -10.208048403220337 + - type: nauc_ndcg_at_100_std + value: -7.997975874274613 + - type: nauc_ndcg_at_10_diff1 + value: 6.065391100006953 + - type: nauc_ndcg_at_10_max + value: -9.046164377601153 + - type: nauc_ndcg_at_10_std + value: -8.34724889697153 + - type: nauc_ndcg_at_1_diff1 + value: 11.37175831832417 + - type: nauc_ndcg_at_1_max + value: -13.315221903223055 + - type: nauc_ndcg_at_1_std + value: -9.398199605510275 + - type: nauc_ndcg_at_20_diff1 + value: 6.949389989202601 + - type: nauc_ndcg_at_20_max + value: -9.35740451760307 + - type: nauc_ndcg_at_20_std + value: -7.761295171828212 + - type: nauc_ndcg_at_3_diff1 + value: 5.051471796151364 + - type: nauc_ndcg_at_3_max + value: -12.158763333711653 + - type: nauc_ndcg_at_3_std + value: -10.078902544421926 + - type: nauc_ndcg_at_5_diff1 + value: 6.527454512611454 + - type: nauc_ndcg_at_5_max + value: -10.525118233848586 + - type: nauc_ndcg_at_5_std + value: -9.120055125584031 + - type: nauc_precision_at_1000_diff1 + value: -10.6495668199151 + - type: nauc_precision_at_1000_max + value: 12.070656425217841 + - type: nauc_precision_at_1000_std + value: 55.844551709649004 + - type: nauc_precision_at_100_diff1 + value: 19.206967129266285 + - type: nauc_precision_at_100_max + value: 16.296851020813456 + - type: nauc_precision_at_100_std + value: 45.60378984257811 + - type: nauc_precision_at_10_diff1 + value: 0.6490335354304879 + - type: nauc_precision_at_10_max + value: 0.5757198255366447 + - type: nauc_precision_at_10_std + value: -4.875847131691451 + - type: nauc_precision_at_1_diff1 + value: 11.37175831832417 + - type: nauc_precision_at_1_max + value: -13.315221903223055 + - type: nauc_precision_at_1_std + value: -9.398199605510275 + - type: nauc_precision_at_20_diff1 + value: 4.899369866929203 + - type: nauc_precision_at_20_max + value: 5.988537297189552 + - type: nauc_precision_at_20_std + value: 4.830900387582837 + - type: nauc_precision_at_3_diff1 + value: 0.8791156910997744 + - type: nauc_precision_at_3_max + value: -11.983373635905993 + - type: nauc_precision_at_3_std + value: -10.646185111581257 + - type: nauc_precision_at_5_diff1 + value: 3.9314486166548432 + - type: nauc_precision_at_5_max + value: -7.798591396895839 + - type: nauc_precision_at_5_std + value: -8.293043407234125 + - type: nauc_recall_at_1000_diff1 + value: -10.649566819918673 + - type: nauc_recall_at_1000_max + value: 12.070656425214647 + - type: nauc_recall_at_1000_std + value: 55.84455170965023 + - type: nauc_recall_at_100_diff1 + value: 19.206967129265127 + - type: nauc_recall_at_100_max + value: 16.296851020813722 + - type: nauc_recall_at_100_std + value: 45.60378984257728 + - type: nauc_recall_at_10_diff1 + value: 0.6490335354304176 + - type: nauc_recall_at_10_max + value: 0.5757198255366095 + - type: nauc_recall_at_10_std + value: -4.875847131691468 + - type: nauc_recall_at_1_diff1 + value: 11.37175831832417 + - type: nauc_recall_at_1_max + value: -13.315221903223055 + - type: nauc_recall_at_1_std + value: -9.398199605510275 + - type: nauc_recall_at_20_diff1 + value: 4.899369866929402 + - type: nauc_recall_at_20_max + value: 5.98853729718968 + - type: nauc_recall_at_20_std + value: 4.830900387582967 + - type: nauc_recall_at_3_diff1 + value: 0.8791156910997652 + - type: nauc_recall_at_3_max + value: -11.983373635905997 + - type: nauc_recall_at_3_std + value: -10.64618511158124 + - type: nauc_recall_at_5_diff1 + value: 3.9314486166548472 + - type: nauc_recall_at_5_max + value: -7.7985913968958585 + - type: nauc_recall_at_5_std + value: -8.293043407234132 + - type: ndcg_at_1 + value: 24.253 + - type: ndcg_at_10 + value: 50.117999999999995 + - type: ndcg_at_100 + value: 54.291999999999994 + - type: ndcg_at_1000 + value: 54.44799999999999 + - type: ndcg_at_20 + value: 52.771 + - type: ndcg_at_3 + value: 39.296 + - type: ndcg_at_5 + value: 44.373000000000005 + - type: precision_at_1 + value: 24.253 + - type: precision_at_10 + value: 8.016 + - type: precision_at_100 + value: 0.984 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.527 + - type: precision_at_3 + value: 16.808999999999997 + - type: precision_at_5 + value: 12.546 + - type: recall_at_1 + value: 24.253 + - type: recall_at_10 + value: 80.156 + - type: recall_at_100 + value: 98.43499999999999 + - type: recall_at_1000 + value: 99.57300000000001 + - type: recall_at_20 + value: 90.54100000000001 + - type: recall_at_3 + value: 50.427 + - type: recall_at_5 + value: 62.731 + task: + type: Retrieval + - dataset: + config: default + name: MTEB DBPedia-PL (default) + revision: 76afe41d9af165cc40999fcaa92312b8b012064a + split: test + type: clarin-knext/dbpedia-pl + metrics: + - type: main_score + value: 34.827000000000005 + - type: map_at_1 + value: 7.049999999999999 + - type: map_at_10 + value: 14.982999999999999 + - type: map_at_100 + value: 20.816000000000003 + - type: map_at_1000 + value: 22.33 + - type: map_at_20 + value: 17.272000000000002 + - type: map_at_3 + value: 10.661 + - type: map_at_5 + value: 12.498 + - type: mrr_at_1 + value: 57.25 + - type: mrr_at_10 + value: 65.81934523809524 + - type: mrr_at_100 + value: 66.2564203928212 + - type: mrr_at_1000 + value: 66.27993662923856 + - type: mrr_at_20 + value: 66.0732139130649 + - type: mrr_at_3 + value: 64.08333333333333 + - type: mrr_at_5 + value: 65.27083333333333 + - type: nauc_map_at_1000_diff1 + value: 16.41780871174038 + - type: nauc_map_at_1000_max + value: 30.193946325654654 + - type: nauc_map_at_1000_std + value: 31.46095497039037 + - type: nauc_map_at_100_diff1 + value: 18.57903165498531 + - type: nauc_map_at_100_max + value: 29.541476938623262 + - type: nauc_map_at_100_std + value: 28.228604103301052 + - type: nauc_map_at_10_diff1 + value: 24.109434489748946 + - type: nauc_map_at_10_max + value: 21.475954208048968 + - type: nauc_map_at_10_std + value: 9.964464537806988 + - type: nauc_map_at_1_diff1 + value: 38.67437644802124 + - type: nauc_map_at_1_max + value: 14.52136658726491 + - type: nauc_map_at_1_std + value: -2.8981666782088755 + - type: nauc_map_at_20_diff1 + value: 21.42547228801935 + - type: nauc_map_at_20_max + value: 25.04510402960458 + - type: nauc_map_at_20_std + value: 16.533079346431155 + - type: nauc_map_at_3_diff1 + value: 26.63648858245477 + - type: nauc_map_at_3_max + value: 13.632235789780415 + - type: nauc_map_at_3_std + value: -0.40129174577700716 + - type: nauc_map_at_5_diff1 + value: 24.513861031197933 + - type: nauc_map_at_5_max + value: 16.599888813946688 + - type: nauc_map_at_5_std + value: 3.4448514739556346 + - type: nauc_mrr_at_1000_diff1 + value: 36.57353464537154 + - type: nauc_mrr_at_1000_max + value: 55.34763483979515 + - type: nauc_mrr_at_1000_std + value: 40.3722796438533 + - type: nauc_mrr_at_100_diff1 + value: 36.555989566513134 + - type: nauc_mrr_at_100_max + value: 55.347805216808396 + - type: nauc_mrr_at_100_std + value: 40.38465945075711 + - type: nauc_mrr_at_10_diff1 + value: 36.771572999261984 + - type: nauc_mrr_at_10_max + value: 55.41239897909165 + - type: nauc_mrr_at_10_std + value: 40.52058934624793 + - type: nauc_mrr_at_1_diff1 + value: 38.2472828531032 + - type: nauc_mrr_at_1_max + value: 51.528473828685705 + - type: nauc_mrr_at_1_std + value: 33.03676467942882 + - type: nauc_mrr_at_20_diff1 + value: 36.642602571889036 + - type: nauc_mrr_at_20_max + value: 55.3763342076553 + - type: nauc_mrr_at_20_std + value: 40.41520090500838 + - type: nauc_mrr_at_3_diff1 + value: 36.79451847426628 + - type: nauc_mrr_at_3_max + value: 54.59778581826193 + - type: nauc_mrr_at_3_std + value: 39.48392075873095 + - type: nauc_mrr_at_5_diff1 + value: 36.92150807529304 + - type: nauc_mrr_at_5_max + value: 55.03553978718272 + - type: nauc_mrr_at_5_std + value: 40.20147745489917 + - type: nauc_ndcg_at_1000_diff1 + value: 21.843092744321268 + - type: nauc_ndcg_at_1000_max + value: 44.93275990394279 + - type: nauc_ndcg_at_1000_std + value: 47.09186225236347 + - type: nauc_ndcg_at_100_diff1 + value: 25.180282568979095 + - type: nauc_ndcg_at_100_max + value: 41.737709709508394 + - type: nauc_ndcg_at_100_std + value: 38.80950644139446 + - type: nauc_ndcg_at_10_diff1 + value: 24.108368037214046 + - type: nauc_ndcg_at_10_max + value: 41.29298370689967 + - type: nauc_ndcg_at_10_std + value: 35.06450769738732 + - type: nauc_ndcg_at_1_diff1 + value: 35.51010679525079 + - type: nauc_ndcg_at_1_max + value: 42.40790024212412 + - type: nauc_ndcg_at_1_std + value: 26.696412036243157 + - type: nauc_ndcg_at_20_diff1 + value: 23.909989673256195 + - type: nauc_ndcg_at_20_max + value: 39.78444647091927 + - type: nauc_ndcg_at_20_std + value: 33.39544470364529 + - type: nauc_ndcg_at_3_diff1 + value: 22.50484297956035 + - type: nauc_ndcg_at_3_max + value: 39.14551926034168 + - type: nauc_ndcg_at_3_std + value: 30.330135925392014 + - type: nauc_ndcg_at_5_diff1 + value: 21.7798872028265 + - type: nauc_ndcg_at_5_max + value: 40.23856975248015 + - type: nauc_ndcg_at_5_std + value: 32.438381067440396 + - type: nauc_precision_at_1000_diff1 + value: -21.62692442272279 + - type: nauc_precision_at_1000_max + value: 0.9689046974430882 + - type: nauc_precision_at_1000_std + value: 18.54001058230465 + - type: nauc_precision_at_100_diff1 + value: -10.132258779856192 + - type: nauc_precision_at_100_max + value: 23.74516110444681 + - type: nauc_precision_at_100_std + value: 47.03416663319965 + - type: nauc_precision_at_10_diff1 + value: 1.543656509571949 + - type: nauc_precision_at_10_max + value: 36.98864812757555 + - type: nauc_precision_at_10_std + value: 46.56427199077426 + - type: nauc_precision_at_1_diff1 + value: 38.2472828531032 + - type: nauc_precision_at_1_max + value: 51.528473828685705 + - type: nauc_precision_at_1_std + value: 33.03676467942882 + - type: nauc_precision_at_20_diff1 + value: -4.612864872734335 + - type: nauc_precision_at_20_max + value: 34.03565449182125 + - type: nauc_precision_at_20_std + value: 48.880727648349534 + - type: nauc_precision_at_3_diff1 + value: 6.360850444467829 + - type: nauc_precision_at_3_max + value: 36.25816942368427 + - type: nauc_precision_at_3_std + value: 34.48882647419187 + - type: nauc_precision_at_5_diff1 + value: 2.6445596936740037 + - type: nauc_precision_at_5_max + value: 37.174463388899056 + - type: nauc_precision_at_5_std + value: 40.25254370626113 + - type: nauc_recall_at_1000_diff1 + value: 13.041227176748077 + - type: nauc_recall_at_1000_max + value: 39.722336427072094 + - type: nauc_recall_at_1000_std + value: 52.04032890059214 + - type: nauc_recall_at_100_diff1 + value: 18.286096899139153 + - type: nauc_recall_at_100_max + value: 34.072389201930314 + - type: nauc_recall_at_100_std + value: 37.73637623416653 + - type: nauc_recall_at_10_diff1 + value: 22.35560419280504 + - type: nauc_recall_at_10_max + value: 19.727247199595197 + - type: nauc_recall_at_10_std + value: 8.58498575109203 + - type: nauc_recall_at_1_diff1 + value: 38.67437644802124 + - type: nauc_recall_at_1_max + value: 14.52136658726491 + - type: nauc_recall_at_1_std + value: -2.8981666782088755 + - type: nauc_recall_at_20_diff1 + value: 19.026320886902916 + - type: nauc_recall_at_20_max + value: 22.753562309469867 + - type: nauc_recall_at_20_std + value: 14.89994263882445 + - type: nauc_recall_at_3_diff1 + value: 23.428129702129684 + - type: nauc_recall_at_3_max + value: 10.549153954790542 + - type: nauc_recall_at_3_std + value: -1.7590608997055206 + - type: nauc_recall_at_5_diff1 + value: 21.27448645803921 + - type: nauc_recall_at_5_max + value: 13.620279707461677 + - type: nauc_recall_at_5_std + value: 2.0577962208292675 + - type: ndcg_at_1 + value: 46.75 + - type: ndcg_at_10 + value: 34.827000000000005 + - type: ndcg_at_100 + value: 38.157999999999994 + - type: ndcg_at_1000 + value: 44.816 + - type: ndcg_at_20 + value: 34.152 + - type: ndcg_at_3 + value: 39.009 + - type: ndcg_at_5 + value: 36.826 + - type: precision_at_1 + value: 57.25 + - type: precision_at_10 + value: 27.575 + - type: precision_at_100 + value: 8.84 + - type: precision_at_1000 + value: 1.949 + - type: precision_at_20 + value: 20.724999999999998 + - type: precision_at_3 + value: 41.167 + - type: precision_at_5 + value: 35.199999999999996 + - type: recall_at_1 + value: 7.049999999999999 + - type: recall_at_10 + value: 19.817999999999998 + - type: recall_at_100 + value: 42.559999999999995 + - type: recall_at_1000 + value: 63.744 + - type: recall_at_20 + value: 25.968000000000004 + - type: recall_at_3 + value: 11.959 + - type: recall_at_5 + value: 14.939 + task: + type: Retrieval + - dataset: + config: default + name: MTEB FiQA-PL (default) + revision: 2e535829717f8bf9dc829b7f911cc5bbd4e6608e + split: test + type: clarin-knext/fiqa-pl + metrics: + - type: main_score + value: 38.828 + - type: map_at_1 + value: 19.126 + - type: map_at_10 + value: 31.002000000000002 + - type: map_at_100 + value: 32.736 + - type: map_at_1000 + value: 32.933 + - type: map_at_20 + value: 31.894 + - type: map_at_3 + value: 26.583000000000002 + - type: map_at_5 + value: 28.904000000000003 + - type: mrr_at_1 + value: 37.808641975308646 + - type: mrr_at_10 + value: 46.36745541838134 + - type: mrr_at_100 + value: 47.14140915794908 + - type: mrr_at_1000 + value: 47.190701435388846 + - type: mrr_at_20 + value: 46.81387776440309 + - type: mrr_at_3 + value: 43.750000000000014 + - type: mrr_at_5 + value: 45.23919753086418 + - type: nauc_map_at_1000_diff1 + value: 38.5532285881503 + - type: nauc_map_at_1000_max + value: 34.44383884813453 + - type: nauc_map_at_1000_std + value: -1.3963497949476722 + - type: nauc_map_at_100_diff1 + value: 38.49292464176943 + - type: nauc_map_at_100_max + value: 34.33752755618645 + - type: nauc_map_at_100_std + value: -1.4794032905848582 + - type: nauc_map_at_10_diff1 + value: 38.26061536370962 + - type: nauc_map_at_10_max + value: 33.16977912721411 + - type: nauc_map_at_10_std + value: -2.3853370604730393 + - type: nauc_map_at_1_diff1 + value: 46.288767289528344 + - type: nauc_map_at_1_max + value: 25.67706785013364 + - type: nauc_map_at_1_std + value: -6.989769609924645 + - type: nauc_map_at_20_diff1 + value: 38.507270129330685 + - type: nauc_map_at_20_max + value: 33.70963328055982 + - type: nauc_map_at_20_std + value: -1.9835510011554272 + - type: nauc_map_at_3_diff1 + value: 39.81061518646884 + - type: nauc_map_at_3_max + value: 30.101186374147748 + - type: nauc_map_at_3_std + value: -4.027120247237715 + - type: nauc_map_at_5_diff1 + value: 38.55602589746512 + - type: nauc_map_at_5_max + value: 31.515174267015983 + - type: nauc_map_at_5_std + value: -3.4064239358570303 + - type: nauc_mrr_at_1000_diff1 + value: 45.030514454725726 + - type: nauc_mrr_at_1000_max + value: 43.878919881666164 + - type: nauc_mrr_at_1000_std + value: 2.517594250297626 + - type: nauc_mrr_at_100_diff1 + value: 45.00868212878687 + - type: nauc_mrr_at_100_max + value: 43.87437011120001 + - type: nauc_mrr_at_100_std + value: 2.5257874265014966 + - type: nauc_mrr_at_10_diff1 + value: 44.855044606754056 + - type: nauc_mrr_at_10_max + value: 43.946617058785186 + - type: nauc_mrr_at_10_std + value: 2.5173751662794044 + - type: nauc_mrr_at_1_diff1 + value: 49.441510997817346 + - type: nauc_mrr_at_1_max + value: 43.08547383044357 + - type: nauc_mrr_at_1_std + value: -1.8747770703324347 + - type: nauc_mrr_at_20_diff1 + value: 45.019880416584215 + - type: nauc_mrr_at_20_max + value: 43.85691473662242 + - type: nauc_mrr_at_20_std + value: 2.4625487605091303 + - type: nauc_mrr_at_3_diff1 + value: 45.322041658604036 + - type: nauc_mrr_at_3_max + value: 43.95079293074395 + - type: nauc_mrr_at_3_std + value: 2.4644274393435737 + - type: nauc_mrr_at_5_diff1 + value: 44.99461837803437 + - type: nauc_mrr_at_5_max + value: 43.97934275090601 + - type: nauc_mrr_at_5_std + value: 2.5353091695125096 + - type: nauc_ndcg_at_1000_diff1 + value: 39.38449023275524 + - type: nauc_ndcg_at_1000_max + value: 39.48382767312788 + - type: nauc_ndcg_at_1000_std + value: 3.414789408343409 + - type: nauc_ndcg_at_100_diff1 + value: 38.29675861135578 + - type: nauc_ndcg_at_100_max + value: 38.2674786507297 + - type: nauc_ndcg_at_100_std + value: 2.7094055381218207 + - type: nauc_ndcg_at_10_diff1 + value: 38.09514955708717 + - type: nauc_ndcg_at_10_max + value: 36.664923238906525 + - type: nauc_ndcg_at_10_std + value: 0.6901410544967921 + - type: nauc_ndcg_at_1_diff1 + value: 49.441510997817346 + - type: nauc_ndcg_at_1_max + value: 43.08547383044357 + - type: nauc_ndcg_at_1_std + value: -1.8747770703324347 + - type: nauc_ndcg_at_20_diff1 + value: 38.44967736231759 + - type: nauc_ndcg_at_20_max + value: 36.871179313622584 + - type: nauc_ndcg_at_20_std + value: 1.157560360065234 + - type: nauc_ndcg_at_3_diff1 + value: 39.02419271805571 + - type: nauc_ndcg_at_3_max + value: 37.447669442586324 + - type: nauc_ndcg_at_3_std + value: 0.41502589779297794 + - type: nauc_ndcg_at_5_diff1 + value: 38.10233452742001 + - type: nauc_ndcg_at_5_max + value: 35.816381905465676 + - type: nauc_ndcg_at_5_std + value: -0.3704499913387088 + - type: nauc_precision_at_1000_diff1 + value: 2.451267097838658 + - type: nauc_precision_at_1000_max + value: 29.116394969085306 + - type: nauc_precision_at_1000_std + value: 14.85900786538363 + - type: nauc_precision_at_100_diff1 + value: 8.10919082251277 + - type: nauc_precision_at_100_max + value: 36.28388256191417 + - type: nauc_precision_at_100_std + value: 14.830039904317657 + - type: nauc_precision_at_10_diff1 + value: 15.02446609920477 + - type: nauc_precision_at_10_max + value: 41.008463775454054 + - type: nauc_precision_at_10_std + value: 10.431403152334486 + - type: nauc_precision_at_1_diff1 + value: 49.441510997817346 + - type: nauc_precision_at_1_max + value: 43.08547383044357 + - type: nauc_precision_at_1_std + value: -1.8747770703324347 + - type: nauc_precision_at_20_diff1 + value: 14.222022201169926 + - type: nauc_precision_at_20_max + value: 40.10189643835305 + - type: nauc_precision_at_20_std + value: 12.204443815975527 + - type: nauc_precision_at_3_diff1 + value: 25.41905395341234 + - type: nauc_precision_at_3_max + value: 41.56133905339819 + - type: nauc_precision_at_3_std + value: 5.575516915590082 + - type: nauc_precision_at_5_diff1 + value: 20.20081221089351 + - type: nauc_precision_at_5_max + value: 40.95218555916681 + - type: nauc_precision_at_5_std + value: 7.2040745500708745 + - type: nauc_recall_at_1000_diff1 + value: 28.021198234033395 + - type: nauc_recall_at_1000_max + value: 36.165148684597504 + - type: nauc_recall_at_1000_std + value: 28.28852356008973 + - type: nauc_recall_at_100_diff1 + value: 21.882447802741897 + - type: nauc_recall_at_100_max + value: 26.979684607567222 + - type: nauc_recall_at_100_std + value: 9.783658817010082 + - type: nauc_recall_at_10_diff1 + value: 28.493097951178818 + - type: nauc_recall_at_10_max + value: 29.40937476550134 + - type: nauc_recall_at_10_std + value: 2.7593763576979353 + - type: nauc_recall_at_1_diff1 + value: 46.288767289528344 + - type: nauc_recall_at_1_max + value: 25.67706785013364 + - type: nauc_recall_at_1_std + value: -6.989769609924645 + - type: nauc_recall_at_20_diff1 + value: 27.638381299425234 + - type: nauc_recall_at_20_max + value: 27.942035836106328 + - type: nauc_recall_at_20_std + value: 3.489835161380808 + - type: nauc_recall_at_3_diff1 + value: 33.90054781392646 + - type: nauc_recall_at_3_max + value: 27.778812533030322 + - type: nauc_recall_at_3_std + value: -0.03054068020022706 + - type: nauc_recall_at_5_diff1 + value: 30.279060732221346 + - type: nauc_recall_at_5_max + value: 27.49854749597931 + - type: nauc_recall_at_5_std + value: 0.5434664581939099 + - type: ndcg_at_1 + value: 37.809 + - type: ndcg_at_10 + value: 38.828 + - type: ndcg_at_100 + value: 45.218 + - type: ndcg_at_1000 + value: 48.510999999999996 + - type: ndcg_at_20 + value: 41.11 + - type: ndcg_at_3 + value: 34.466 + - type: ndcg_at_5 + value: 35.843 + - type: precision_at_1 + value: 37.809 + - type: precision_at_10 + value: 11.157 + - type: precision_at_100 + value: 1.762 + - type: precision_at_1000 + value: 0.233 + - type: precision_at_20 + value: 6.497 + - type: precision_at_3 + value: 23.044999999999998 + - type: precision_at_5 + value: 17.284 + - type: recall_at_1 + value: 19.126 + - type: recall_at_10 + value: 46.062 + - type: recall_at_100 + value: 70.22800000000001 + - type: recall_at_1000 + value: 89.803 + - type: recall_at_20 + value: 53.217999999999996 + - type: recall_at_3 + value: 30.847 + - type: recall_at_5 + value: 37.11 + task: + type: Retrieval + - dataset: + config: default + name: MTEB HotpotQA-PL (default) + revision: a0bd479ac97b4ccb5bd6ce320c415d0bb4beb907 + split: test + type: clarin-knext/hotpotqa-pl + metrics: + - type: main_score + value: 60.27 + - type: map_at_1 + value: 35.199000000000005 + - type: map_at_10 + value: 51.369 + - type: map_at_100 + value: 52.212 + - type: map_at_1000 + value: 52.28 + - type: map_at_20 + value: 51.864 + - type: map_at_3 + value: 48.446 + - type: map_at_5 + value: 50.302 + - type: mrr_at_1 + value: 70.39837947332883 + - type: mrr_at_10 + value: 76.8346141067273 + - type: mrr_at_100 + value: 77.10724392048137 + - type: mrr_at_1000 + value: 77.12037412892865 + - type: mrr_at_20 + value: 77.01061532947222 + - type: mrr_at_3 + value: 75.5908170155299 + - type: mrr_at_5 + value: 76.39095205941899 + - type: nauc_map_at_1000_diff1 + value: 24.701387884989117 + - type: nauc_map_at_1000_max + value: 23.25553235642178 + - type: nauc_map_at_1000_std + value: 7.1803506915661774 + - type: nauc_map_at_100_diff1 + value: 24.674498622483103 + - type: nauc_map_at_100_max + value: 23.234948525052175 + - type: nauc_map_at_100_std + value: 7.168677997105447 + - type: nauc_map_at_10_diff1 + value: 24.676025039755626 + - type: nauc_map_at_10_max + value: 23.171971872726964 + - type: nauc_map_at_10_std + value: 6.485610909852058 + - type: nauc_map_at_1_diff1 + value: 68.90178464319715 + - type: nauc_map_at_1_max + value: 46.05537868917558 + - type: nauc_map_at_1_std + value: 1.7658552480698708 + - type: nauc_map_at_20_diff1 + value: 24.69297151842494 + - type: nauc_map_at_20_max + value: 23.213064691673637 + - type: nauc_map_at_20_std + value: 6.9357946556849 + - type: nauc_map_at_3_diff1 + value: 26.279128947950507 + - type: nauc_map_at_3_max + value: 23.929537354117922 + - type: nauc_map_at_3_std + value: 4.625061565714759 + - type: nauc_map_at_5_diff1 + value: 25.04448959482816 + - type: nauc_map_at_5_max + value: 23.432012857899338 + - type: nauc_map_at_5_std + value: 5.845744681998008 + - type: nauc_mrr_at_1000_diff1 + value: 66.7503918108276 + - type: nauc_mrr_at_1000_max + value: 48.42897342336844 + - type: nauc_mrr_at_1000_std + value: 5.3097517971144415 + - type: nauc_mrr_at_100_diff1 + value: 66.74645215862695 + - type: nauc_mrr_at_100_max + value: 48.4368663009989 + - type: nauc_mrr_at_100_std + value: 5.322297898555188 + - type: nauc_mrr_at_10_diff1 + value: 66.69310166180729 + - type: nauc_mrr_at_10_max + value: 48.475437698330225 + - type: nauc_mrr_at_10_std + value: 5.258183461631702 + - type: nauc_mrr_at_1_diff1 + value: 68.90178464319715 + - type: nauc_mrr_at_1_max + value: 46.05537868917558 + - type: nauc_mrr_at_1_std + value: 1.7658552480698708 + - type: nauc_mrr_at_20_diff1 + value: 66.72000262431975 + - type: nauc_mrr_at_20_max + value: 48.45593642981319 + - type: nauc_mrr_at_20_std + value: 5.353665929072101 + - type: nauc_mrr_at_3_diff1 + value: 66.84936676396276 + - type: nauc_mrr_at_3_max + value: 48.466611276778295 + - type: nauc_mrr_at_3_std + value: 4.485810398557475 + - type: nauc_mrr_at_5_diff1 + value: 66.62362565394174 + - type: nauc_mrr_at_5_max + value: 48.456431835482014 + - type: nauc_mrr_at_5_std + value: 5.08482458391903 + - type: nauc_ndcg_at_1000_diff1 + value: 29.984825173719443 + - type: nauc_ndcg_at_1000_max + value: 27.289179238639893 + - type: nauc_ndcg_at_1000_std + value: 10.661480455527526 + - type: nauc_ndcg_at_100_diff1 + value: 29.322074257047877 + - type: nauc_ndcg_at_100_max + value: 26.850650276220605 + - type: nauc_ndcg_at_100_std + value: 10.599247982501902 + - type: nauc_ndcg_at_10_diff1 + value: 29.659909113886094 + - type: nauc_ndcg_at_10_max + value: 26.836139599331005 + - type: nauc_ndcg_at_10_std + value: 8.12844399452719 + - type: nauc_ndcg_at_1_diff1 + value: 68.90178464319715 + - type: nauc_ndcg_at_1_max + value: 46.05537868917558 + - type: nauc_ndcg_at_1_std + value: 1.7658552480698708 + - type: nauc_ndcg_at_20_diff1 + value: 29.510802214854294 + - type: nauc_ndcg_at_20_max + value: 26.775562637730722 + - type: nauc_ndcg_at_20_std + value: 9.341342661702363 + - type: nauc_ndcg_at_3_diff1 + value: 32.741885846292966 + - type: nauc_ndcg_at_3_max + value: 28.44225108761343 + - type: nauc_ndcg_at_3_std + value: 5.204440768465042 + - type: nauc_ndcg_at_5_diff1 + value: 30.57856348635919 + - type: nauc_ndcg_at_5_max + value: 27.475007474301698 + - type: nauc_ndcg_at_5_std + value: 6.961546044312487 + - type: nauc_precision_at_1000_diff1 + value: 0.002113156309413332 + - type: nauc_precision_at_1000_max + value: 11.198242419541286 + - type: nauc_precision_at_1000_std + value: 28.69676419166541 + - type: nauc_precision_at_100_diff1 + value: 3.6049575557782627 + - type: nauc_precision_at_100_max + value: 12.499173524574791 + - type: nauc_precision_at_100_std + value: 23.3755281004721 + - type: nauc_precision_at_10_diff1 + value: 10.922574784853193 + - type: nauc_precision_at_10_max + value: 16.23221529562036 + - type: nauc_precision_at_10_std + value: 12.45014808813857 + - type: nauc_precision_at_1_diff1 + value: 68.90178464319715 + - type: nauc_precision_at_1_max + value: 46.05537868917558 + - type: nauc_precision_at_1_std + value: 1.7658552480698708 + - type: nauc_precision_at_20_diff1 + value: 8.840710781302827 + - type: nauc_precision_at_20_max + value: 14.804644554205524 + - type: nauc_precision_at_20_std + value: 16.245009770815237 + - type: nauc_precision_at_3_diff1 + value: 19.447291487137573 + - type: nauc_precision_at_3_max + value: 21.47123471597057 + - type: nauc_precision_at_3_std + value: 6.441862800128802 + - type: nauc_precision_at_5_diff1 + value: 14.078545719721108 + - type: nauc_precision_at_5_max + value: 18.468288046016387 + - type: nauc_precision_at_5_std + value: 9.58650641691393 + - type: nauc_recall_at_1000_diff1 + value: 0.0021131563095336584 + - type: nauc_recall_at_1000_max + value: 11.198242419541558 + - type: nauc_recall_at_1000_std + value: 28.6967641916655 + - type: nauc_recall_at_100_diff1 + value: 3.6049575557781393 + - type: nauc_recall_at_100_max + value: 12.499173524574765 + - type: nauc_recall_at_100_std + value: 23.375528100472074 + - type: nauc_recall_at_10_diff1 + value: 10.922574784853168 + - type: nauc_recall_at_10_max + value: 16.2322152956203 + - type: nauc_recall_at_10_std + value: 12.450148088138535 + - type: nauc_recall_at_1_diff1 + value: 68.90178464319715 + - type: nauc_recall_at_1_max + value: 46.05537868917558 + - type: nauc_recall_at_1_std + value: 1.7658552480698708 + - type: nauc_recall_at_20_diff1 + value: 8.840710781302905 + - type: nauc_recall_at_20_max + value: 14.804644554205515 + - type: nauc_recall_at_20_std + value: 16.245009770815273 + - type: nauc_recall_at_3_diff1 + value: 19.447291487137498 + - type: nauc_recall_at_3_max + value: 21.47123471597054 + - type: nauc_recall_at_3_std + value: 6.441862800128763 + - type: nauc_recall_at_5_diff1 + value: 14.07854571972115 + - type: nauc_recall_at_5_max + value: 18.468288046016337 + - type: nauc_recall_at_5_std + value: 9.586506416913904 + - type: ndcg_at_1 + value: 70.39800000000001 + - type: ndcg_at_10 + value: 60.27 + - type: ndcg_at_100 + value: 63.400999999999996 + - type: ndcg_at_1000 + value: 64.847 + - type: ndcg_at_20 + value: 61.571 + - type: ndcg_at_3 + value: 55.875 + - type: ndcg_at_5 + value: 58.36599999999999 + - type: precision_at_1 + value: 70.39800000000001 + - type: precision_at_10 + value: 12.46 + - type: precision_at_100 + value: 1.493 + - type: precision_at_1000 + value: 0.169 + - type: precision_at_20 + value: 6.65 + - type: precision_at_3 + value: 35.062 + - type: precision_at_5 + value: 23.009 + - type: recall_at_1 + value: 35.199000000000005 + - type: recall_at_10 + value: 62.302 + - type: recall_at_100 + value: 74.666 + - type: recall_at_1000 + value: 84.355 + - type: recall_at_20 + value: 66.496 + - type: recall_at_3 + value: 52.593 + - type: recall_at_5 + value: 57.522 + task: + type: Retrieval + - dataset: + config: default + name: MTEB MSMARCO-PL (default) + revision: 8634c07806d5cce3a6138e260e59b81760a0a640 + split: test + type: clarin-knext/msmarco-pl + metrics: + - type: main_score + value: 64.886 + - type: map_at_1 + value: 1.644 + - type: map_at_10 + value: 12.24 + - type: map_at_100 + value: 28.248 + - type: map_at_1000 + value: 33.506 + - type: map_at_20 + value: 17.497 + - type: map_at_3 + value: 4.9399999999999995 + - type: map_at_5 + value: 8.272 + - type: mrr_at_1 + value: 83.72093023255815 + - type: mrr_at_10 + value: 91.08527131782945 + - type: mrr_at_100 + value: 91.08527131782945 + - type: mrr_at_1000 + value: 91.08527131782945 + - type: mrr_at_20 + value: 91.08527131782945 + - type: mrr_at_3 + value: 91.08527131782945 + - type: mrr_at_5 + value: 91.08527131782945 + - type: nauc_map_at_1000_diff1 + value: -36.428271627303424 + - type: nauc_map_at_1000_max + value: 44.87615127218638 + - type: nauc_map_at_1000_std + value: 67.92696808824724 + - type: nauc_map_at_100_diff1 + value: -28.11674206786188 + - type: nauc_map_at_100_max + value: 36.422779766334955 + - type: nauc_map_at_100_std + value: 49.99876313755116 + - type: nauc_map_at_10_diff1 + value: -5.838593619806058 + - type: nauc_map_at_10_max + value: 11.026519190509742 + - type: nauc_map_at_10_std + value: 2.5268752263522045 + - type: nauc_map_at_1_diff1 + value: 17.897907271073016 + - type: nauc_map_at_1_max + value: 12.229062762540844 + - type: nauc_map_at_1_std + value: -4.088830895573149 + - type: nauc_map_at_20_diff1 + value: -13.871097716255626 + - type: nauc_map_at_20_max + value: 19.291271635609533 + - type: nauc_map_at_20_std + value: 16.745335606507826 + - type: nauc_map_at_3_diff1 + value: 4.425238457033843 + - type: nauc_map_at_3_max + value: 4.611864744680824 + - type: nauc_map_at_3_std + value: -8.986916608582863 + - type: nauc_map_at_5_diff1 + value: -6.254849256920095 + - type: nauc_map_at_5_max + value: 2.729437079919823 + - type: nauc_map_at_5_std + value: -7.235906279913092 + - type: nauc_mrr_at_1000_diff1 + value: 52.18669104947672 + - type: nauc_mrr_at_1000_max + value: 68.26259125411818 + - type: nauc_mrr_at_1000_std + value: 56.345086428353575 + - type: nauc_mrr_at_100_diff1 + value: 52.18669104947672 + - type: nauc_mrr_at_100_max + value: 68.26259125411818 + - type: nauc_mrr_at_100_std + value: 56.345086428353575 + - type: nauc_mrr_at_10_diff1 + value: 52.18669104947672 + - type: nauc_mrr_at_10_max + value: 68.26259125411818 + - type: nauc_mrr_at_10_std + value: 56.345086428353575 + - type: nauc_mrr_at_1_diff1 + value: 56.55126663944154 + - type: nauc_mrr_at_1_max + value: 66.37014285522565 + - type: nauc_mrr_at_1_std + value: 53.2508271389779 + - type: nauc_mrr_at_20_diff1 + value: 52.18669104947672 + - type: nauc_mrr_at_20_max + value: 68.26259125411818 + - type: nauc_mrr_at_20_std + value: 56.345086428353575 + - type: nauc_mrr_at_3_diff1 + value: 52.18669104947672 + - type: nauc_mrr_at_3_max + value: 68.26259125411818 + - type: nauc_mrr_at_3_std + value: 56.345086428353575 + - type: nauc_mrr_at_5_diff1 + value: 52.18669104947672 + - type: nauc_mrr_at_5_max + value: 68.26259125411818 + - type: nauc_mrr_at_5_std + value: 56.345086428353575 + - type: nauc_ndcg_at_1000_diff1 + value: -19.06422926483731 + - type: nauc_ndcg_at_1000_max + value: 56.30853514590265 + - type: nauc_ndcg_at_1000_std + value: 70.30810947505557 + - type: nauc_ndcg_at_100_diff1 + value: -25.72587586459692 + - type: nauc_ndcg_at_100_max + value: 51.433781241604194 + - type: nauc_ndcg_at_100_std + value: 68.37678512652792 + - type: nauc_ndcg_at_10_diff1 + value: -23.21198108212602 + - type: nauc_ndcg_at_10_max + value: 43.5450720846516 + - type: nauc_ndcg_at_10_std + value: 48.78307907005605 + - type: nauc_ndcg_at_1_diff1 + value: 44.00179301267447 + - type: nauc_ndcg_at_1_max + value: 48.202370455680395 + - type: nauc_ndcg_at_1_std + value: 25.69655992704088 + - type: nauc_ndcg_at_20_diff1 + value: -33.88168753446507 + - type: nauc_ndcg_at_20_max + value: 45.16199742613164 + - type: nauc_ndcg_at_20_std + value: 61.87098383164902 + - type: nauc_ndcg_at_3_diff1 + value: 11.19174449544048 + - type: nauc_ndcg_at_3_max + value: 44.34069860560555 + - type: nauc_ndcg_at_3_std + value: 27.451258369798115 + - type: nauc_ndcg_at_5_diff1 + value: -7.186520929432436 + - type: nauc_ndcg_at_5_max + value: 43.41869981139378 + - type: nauc_ndcg_at_5_std + value: 34.89898115995178 + - type: nauc_precision_at_1000_diff1 + value: -34.43998154563451 + - type: nauc_precision_at_1000_max + value: 29.172655907480372 + - type: nauc_precision_at_1000_std + value: 65.15824469614837 + - type: nauc_precision_at_100_diff1 + value: -37.82409643259692 + - type: nauc_precision_at_100_max + value: 38.24986991317909 + - type: nauc_precision_at_100_std + value: 72.74768183105327 + - type: nauc_precision_at_10_diff1 + value: -32.21556182780535 + - type: nauc_precision_at_10_max + value: 34.27170432382651 + - type: nauc_precision_at_10_std + value: 58.358255004394664 + - type: nauc_precision_at_1_diff1 + value: 56.55126663944154 + - type: nauc_precision_at_1_max + value: 66.37014285522565 + - type: nauc_precision_at_1_std + value: 53.2508271389779 + - type: nauc_precision_at_20_diff1 + value: -40.18751579026395 + - type: nauc_precision_at_20_max + value: 33.960783153758896 + - type: nauc_precision_at_20_std + value: 65.42918390184195 + - type: nauc_precision_at_3_diff1 + value: -7.073870209006578 + - type: nauc_precision_at_3_max + value: 50.81535269862325 + - type: nauc_precision_at_3_std + value: 59.248681565955685 + - type: nauc_precision_at_5_diff1 + value: -31.136580596983876 + - type: nauc_precision_at_5_max + value: 45.88147792380426 + - type: nauc_precision_at_5_std + value: 67.46814230928243 + - type: nauc_recall_at_1000_diff1 + value: -23.15699999594577 + - type: nauc_recall_at_1000_max + value: 39.77277799761876 + - type: nauc_recall_at_1000_std + value: 60.326168012901114 + - type: nauc_recall_at_100_diff1 + value: -21.636664823598498 + - type: nauc_recall_at_100_max + value: 31.104969346131583 + - type: nauc_recall_at_100_std + value: 38.811686891592096 + - type: nauc_recall_at_10_diff1 + value: -10.542765625053569 + - type: nauc_recall_at_10_max + value: 2.043876058107446 + - type: nauc_recall_at_10_std + value: -5.578449908984766 + - type: nauc_recall_at_1_diff1 + value: 17.897907271073016 + - type: nauc_recall_at_1_max + value: 12.229062762540844 + - type: nauc_recall_at_1_std + value: -4.088830895573149 + - type: nauc_recall_at_20_diff1 + value: -15.132909355710103 + - type: nauc_recall_at_20_max + value: 12.659765287241065 + - type: nauc_recall_at_20_std + value: 8.277887800815819 + - type: nauc_recall_at_3_diff1 + value: -3.1975017812715016 + - type: nauc_recall_at_3_max + value: -3.5539857085038538 + - type: nauc_recall_at_3_std + value: -14.712102851318118 + - type: nauc_recall_at_5_diff1 + value: -14.040507717380743 + - type: nauc_recall_at_5_max + value: -6.126912150131701 + - type: nauc_recall_at_5_std + value: -13.821624015640355 + - type: ndcg_at_1 + value: 71.318 + - type: ndcg_at_10 + value: 64.886 + - type: ndcg_at_100 + value: 53.187 + - type: ndcg_at_1000 + value: 59.897999999999996 + - type: ndcg_at_20 + value: 58.96 + - type: ndcg_at_3 + value: 69.736 + - type: ndcg_at_5 + value: 70.14099999999999 + - type: precision_at_1 + value: 83.721 + - type: precision_at_10 + value: 71.163 + - type: precision_at_100 + value: 29.465000000000003 + - type: precision_at_1000 + value: 5.665 + - type: precision_at_20 + value: 57.791000000000004 + - type: precision_at_3 + value: 82.171 + - type: precision_at_5 + value: 81.86 + - type: recall_at_1 + value: 1.644 + - type: recall_at_10 + value: 14.238000000000001 + - type: recall_at_100 + value: 39.831 + - type: recall_at_1000 + value: 64.057 + - type: recall_at_20 + value: 21.021 + - type: recall_at_3 + value: 5.53 + - type: recall_at_5 + value: 9.623 + task: + type: Retrieval + - dataset: + config: default + name: MTEB NFCorpus-PL (default) + revision: 9a6f9567fda928260afed2de480d79c98bf0bec0 + split: test + type: clarin-knext/nfcorpus-pl + metrics: + - type: main_score + value: 31.391000000000002 + - type: map_at_1 + value: 4.163 + - type: map_at_10 + value: 10.744 + - type: map_at_100 + value: 14.038999999999998 + - type: map_at_1000 + value: 15.434999999999999 + - type: map_at_20 + value: 12.16 + - type: map_at_3 + value: 7.614999999999999 + - type: map_at_5 + value: 9.027000000000001 + - type: mrr_at_1 + value: 39.0092879256966 + - type: mrr_at_10 + value: 48.69809327239668 + - type: mrr_at_100 + value: 49.20788148442068 + - type: mrr_at_1000 + value: 49.25509336494706 + - type: mrr_at_20 + value: 48.99606551850896 + - type: mrr_at_3 + value: 46.284829721362236 + - type: mrr_at_5 + value: 47.77089783281735 + - type: nauc_map_at_1000_diff1 + value: 22.75421477116417 + - type: nauc_map_at_1000_max + value: 49.242283787799046 + - type: nauc_map_at_1000_std + value: 29.056888272331832 + - type: nauc_map_at_100_diff1 + value: 23.585977398585594 + - type: nauc_map_at_100_max + value: 48.25845199409498 + - type: nauc_map_at_100_std + value: 24.944264511223693 + - type: nauc_map_at_10_diff1 + value: 27.386613094780255 + - type: nauc_map_at_10_max + value: 41.52415346691586 + - type: nauc_map_at_10_std + value: 12.93872448563755 + - type: nauc_map_at_1_diff1 + value: 46.78688143865053 + - type: nauc_map_at_1_max + value: 37.20408843995871 + - type: nauc_map_at_1_std + value: 4.383444959401098 + - type: nauc_map_at_20_diff1 + value: 25.590969047740288 + - type: nauc_map_at_20_max + value: 44.57109307999418 + - type: nauc_map_at_20_std + value: 16.45855141821407 + - type: nauc_map_at_3_diff1 + value: 36.30017108362863 + - type: nauc_map_at_3_max + value: 34.66149613991648 + - type: nauc_map_at_3_std + value: 5.67985905078467 + - type: nauc_map_at_5_diff1 + value: 31.157644795417223 + - type: nauc_map_at_5_max + value: 37.274738661636825 + - type: nauc_map_at_5_std + value: 8.70088872394168 + - type: nauc_mrr_at_1000_diff1 + value: 25.638564218157384 + - type: nauc_mrr_at_1000_max + value: 57.77788270285353 + - type: nauc_mrr_at_1000_std + value: 43.507586592911274 + - type: nauc_mrr_at_100_diff1 + value: 25.662002580561584 + - type: nauc_mrr_at_100_max + value: 57.80578394278584 + - type: nauc_mrr_at_100_std + value: 43.543905743986635 + - type: nauc_mrr_at_10_diff1 + value: 25.426034796339835 + - type: nauc_mrr_at_10_max + value: 57.68443186258669 + - type: nauc_mrr_at_10_std + value: 43.438009108331215 + - type: nauc_mrr_at_1_diff1 + value: 26.073028156311075 + - type: nauc_mrr_at_1_max + value: 52.11817916720053 + - type: nauc_mrr_at_1_std + value: 37.41073893153695 + - type: nauc_mrr_at_20_diff1 + value: 25.548645553336147 + - type: nauc_mrr_at_20_max + value: 57.78552760401915 + - type: nauc_mrr_at_20_std + value: 43.521687428822325 + - type: nauc_mrr_at_3_diff1 + value: 25.72662577397805 + - type: nauc_mrr_at_3_max + value: 56.891263536265605 + - type: nauc_mrr_at_3_std + value: 41.384872305390104 + - type: nauc_mrr_at_5_diff1 + value: 25.552211551655386 + - type: nauc_mrr_at_5_max + value: 57.976813828353926 + - type: nauc_mrr_at_5_std + value: 43.504564461855544 + - type: nauc_ndcg_at_1000_diff1 + value: 23.456158044182757 + - type: nauc_ndcg_at_1000_max + value: 60.05411773552709 + - type: nauc_ndcg_at_1000_std + value: 47.857510017262584 + - type: nauc_ndcg_at_100_diff1 + value: 19.711635700390772 + - type: nauc_ndcg_at_100_max + value: 56.178746740470665 + - type: nauc_ndcg_at_100_std + value: 42.36829180286942 + - type: nauc_ndcg_at_10_diff1 + value: 18.364428967788413 + - type: nauc_ndcg_at_10_max + value: 54.38372506578223 + - type: nauc_ndcg_at_10_std + value: 41.75765411340369 + - type: nauc_ndcg_at_1_diff1 + value: 26.571093272640773 + - type: nauc_ndcg_at_1_max + value: 51.061788341958284 + - type: nauc_ndcg_at_1_std + value: 36.514987974075986 + - type: nauc_ndcg_at_20_diff1 + value: 18.345487193027697 + - type: nauc_ndcg_at_20_max + value: 54.62621882656994 + - type: nauc_ndcg_at_20_std + value: 41.42835554714241 + - type: nauc_ndcg_at_3_diff1 + value: 23.260105658139025 + - type: nauc_ndcg_at_3_max + value: 52.07747385334546 + - type: nauc_ndcg_at_3_std + value: 36.91985577837284 + - type: nauc_ndcg_at_5_diff1 + value: 20.40428109665566 + - type: nauc_ndcg_at_5_max + value: 53.52015347884604 + - type: nauc_ndcg_at_5_std + value: 39.46008849580017 + - type: nauc_precision_at_1000_diff1 + value: -7.3487344916380035 + - type: nauc_precision_at_1000_max + value: 16.58045221394852 + - type: nauc_precision_at_1000_std + value: 38.94030932397075 + - type: nauc_precision_at_100_diff1 + value: -5.257743986683922 + - type: nauc_precision_at_100_max + value: 34.43071687475306 + - type: nauc_precision_at_100_std + value: 53.499519170670474 + - type: nauc_precision_at_10_diff1 + value: 2.385136433119139 + - type: nauc_precision_at_10_max + value: 47.210743878631064 + - type: nauc_precision_at_10_std + value: 47.22767704186548 + - type: nauc_precision_at_1_diff1 + value: 26.073028156311075 + - type: nauc_precision_at_1_max + value: 52.11817916720053 + - type: nauc_precision_at_1_std + value: 37.41073893153695 + - type: nauc_precision_at_20_diff1 + value: -0.3531531127238474 + - type: nauc_precision_at_20_max + value: 44.78044604856974 + - type: nauc_precision_at_20_std + value: 49.532804150743615 + - type: nauc_precision_at_3_diff1 + value: 15.350050569991447 + - type: nauc_precision_at_3_max + value: 51.01572315596549 + - type: nauc_precision_at_3_std + value: 38.801125728413155 + - type: nauc_precision_at_5_diff1 + value: 9.109003666144694 + - type: nauc_precision_at_5_max + value: 50.935269774898494 + - type: nauc_precision_at_5_std + value: 43.323548180559676 + - type: nauc_recall_at_1000_diff1 + value: 16.64743647648886 + - type: nauc_recall_at_1000_max + value: 38.46012283772285 + - type: nauc_recall_at_1000_std + value: 36.02016164796441 + - type: nauc_recall_at_100_diff1 + value: 14.005834785186744 + - type: nauc_recall_at_100_max + value: 37.70026105513647 + - type: nauc_recall_at_100_std + value: 27.085222642129697 + - type: nauc_recall_at_10_diff1 + value: 21.204106627422632 + - type: nauc_recall_at_10_max + value: 36.737624881893424 + - type: nauc_recall_at_10_std + value: 13.755054514272702 + - type: nauc_recall_at_1_diff1 + value: 46.78688143865053 + - type: nauc_recall_at_1_max + value: 37.20408843995871 + - type: nauc_recall_at_1_std + value: 4.383444959401098 + - type: nauc_recall_at_20_diff1 + value: 19.740977611421933 + - type: nauc_recall_at_20_max + value: 39.21908969539783 + - type: nauc_recall_at_20_std + value: 16.560269670318494 + - type: nauc_recall_at_3_diff1 + value: 32.189359545367815 + - type: nauc_recall_at_3_max + value: 31.693634445562758 + - type: nauc_recall_at_3_std + value: 6.246326281543587 + - type: nauc_recall_at_5_diff1 + value: 25.51586860499901 + - type: nauc_recall_at_5_max + value: 33.15934725342885 + - type: nauc_recall_at_5_std + value: 9.677778511696705 + - type: ndcg_at_1 + value: 37.307 + - type: ndcg_at_10 + value: 31.391000000000002 + - type: ndcg_at_100 + value: 28.877999999999997 + - type: ndcg_at_1000 + value: 37.16 + - type: ndcg_at_20 + value: 29.314 + - type: ndcg_at_3 + value: 35.405 + - type: ndcg_at_5 + value: 33.922999999999995 + - type: precision_at_1 + value: 39.009 + - type: precision_at_10 + value: 24.52 + - type: precision_at_100 + value: 7.703 + - type: precision_at_1000 + value: 2.04 + - type: precision_at_20 + value: 18.08 + - type: precision_at_3 + value: 34.469 + - type: precision_at_5 + value: 30.712 + - type: recall_at_1 + value: 4.163 + - type: recall_at_10 + value: 15.015999999999998 + - type: recall_at_100 + value: 30.606 + - type: recall_at_1000 + value: 59.606 + - type: recall_at_20 + value: 19.09 + - type: recall_at_3 + value: 9.139 + - type: recall_at_5 + value: 11.477 + task: + type: Retrieval + - dataset: + config: default + name: MTEB NQ-PL (default) + revision: f171245712cf85dd4700b06bef18001578d0ca8d + split: test + type: clarin-knext/nq-pl + metrics: + - type: main_score + value: 54.017 + - type: map_at_1 + value: 34.193 + - type: map_at_10 + value: 47.497 + - type: map_at_100 + value: 48.441 + - type: map_at_1000 + value: 48.481 + - type: map_at_20 + value: 48.093 + - type: map_at_3 + value: 44.017 + - type: map_at_5 + value: 46.111000000000004 + - type: mrr_at_1 + value: 37.949015063731174 + - type: mrr_at_10 + value: 49.915772315105954 + - type: mrr_at_100 + value: 50.62841255829997 + - type: mrr_at_1000 + value: 50.656773027666745 + - type: mrr_at_20 + value: 50.37785276657083 + - type: mrr_at_3 + value: 46.98725376593267 + - type: mrr_at_5 + value: 48.763035921205066 + - type: nauc_map_at_1000_diff1 + value: 39.5632191792873 + - type: nauc_map_at_1000_max + value: 37.4728247053629 + - type: nauc_map_at_1000_std + value: 5.742498414663762 + - type: nauc_map_at_100_diff1 + value: 39.555570352061906 + - type: nauc_map_at_100_max + value: 37.497880976847334 + - type: nauc_map_at_100_std + value: 5.7798021019465375 + - type: nauc_map_at_10_diff1 + value: 39.5423723444454 + - type: nauc_map_at_10_max + value: 37.41661971723365 + - type: nauc_map_at_10_std + value: 5.2378002164144695 + - type: nauc_map_at_1_diff1 + value: 41.52697034146981 + - type: nauc_map_at_1_max + value: 28.558995576942863 + - type: nauc_map_at_1_std + value: 0.13094542859192052 + - type: nauc_map_at_20_diff1 + value: 39.55484628943701 + - type: nauc_map_at_20_max + value: 37.5247794933719 + - type: nauc_map_at_20_std + value: 5.702881342279231 + - type: nauc_map_at_3_diff1 + value: 39.949323925425325 + - type: nauc_map_at_3_max + value: 35.770298168901924 + - type: nauc_map_at_3_std + value: 2.9127112432479874 + - type: nauc_map_at_5_diff1 + value: 39.768310617004545 + - type: nauc_map_at_5_max + value: 37.1549191664796 + - type: nauc_map_at_5_std + value: 4.4681285748269515 + - type: nauc_mrr_at_1000_diff1 + value: 39.14001746706457 + - type: nauc_mrr_at_1000_max + value: 37.477376518267775 + - type: nauc_mrr_at_1000_std + value: 6.8088891531621565 + - type: nauc_mrr_at_100_diff1 + value: 39.13054707413684 + - type: nauc_mrr_at_100_max + value: 37.498126443766274 + - type: nauc_mrr_at_100_std + value: 6.839411380129971 + - type: nauc_mrr_at_10_diff1 + value: 39.09764730048156 + - type: nauc_mrr_at_10_max + value: 37.58593798217306 + - type: nauc_mrr_at_10_std + value: 6.713795164982413 + - type: nauc_mrr_at_1_diff1 + value: 41.581599918664075 + - type: nauc_mrr_at_1_max + value: 31.500589231378722 + - type: nauc_mrr_at_1_std + value: 2.059116370339438 + - type: nauc_mrr_at_20_diff1 + value: 39.09011023988447 + - type: nauc_mrr_at_20_max + value: 37.55856008791344 + - type: nauc_mrr_at_20_std + value: 6.847165397615844 + - type: nauc_mrr_at_3_diff1 + value: 39.382542043738 + - type: nauc_mrr_at_3_max + value: 36.49265363659468 + - type: nauc_mrr_at_3_std + value: 4.759157976438336 + - type: nauc_mrr_at_5_diff1 + value: 39.304826333759976 + - type: nauc_mrr_at_5_max + value: 37.46326016736024 + - type: nauc_mrr_at_5_std + value: 6.122608305766621 + - type: nauc_ndcg_at_1000_diff1 + value: 38.568500038453266 + - type: nauc_ndcg_at_1000_max + value: 39.799710882413166 + - type: nauc_ndcg_at_1000_std + value: 9.357010223096639 + - type: nauc_ndcg_at_100_diff1 + value: 38.38026091343228 + - type: nauc_ndcg_at_100_max + value: 40.48398173542486 + - type: nauc_ndcg_at_100_std + value: 10.373054013302214 + - type: nauc_ndcg_at_10_diff1 + value: 38.27340980909964 + - type: nauc_ndcg_at_10_max + value: 40.35241649744093 + - type: nauc_ndcg_at_10_std + value: 8.579139930345168 + - type: nauc_ndcg_at_1_diff1 + value: 41.581599918664075 + - type: nauc_ndcg_at_1_max + value: 31.500589231378722 + - type: nauc_ndcg_at_1_std + value: 2.059116370339438 + - type: nauc_ndcg_at_20_diff1 + value: 38.26453028884807 + - type: nauc_ndcg_at_20_max + value: 40.70517858426641 + - type: nauc_ndcg_at_20_std + value: 9.987693876137905 + - type: nauc_ndcg_at_3_diff1 + value: 39.2078971733273 + - type: nauc_ndcg_at_3_max + value: 37.48672195565316 + - type: nauc_ndcg_at_3_std + value: 4.051464994659221 + - type: nauc_ndcg_at_5_diff1 + value: 38.883693595665285 + - type: nauc_ndcg_at_5_max + value: 39.763115634437135 + - type: nauc_ndcg_at_5_std + value: 6.738980451582073 + - type: nauc_precision_at_1000_diff1 + value: -7.223215910619012 + - type: nauc_precision_at_1000_max + value: 13.075844604892161 + - type: nauc_precision_at_1000_std + value: 19.864336920890107 + - type: nauc_precision_at_100_diff1 + value: 1.3305994810812418 + - type: nauc_precision_at_100_max + value: 25.9219108557104 + - type: nauc_precision_at_100_std + value: 27.5076605928207 + - type: nauc_precision_at_10_diff1 + value: 18.441551484970326 + - type: nauc_precision_at_10_max + value: 39.85995330437054 + - type: nauc_precision_at_10_std + value: 20.561269077428914 + - type: nauc_precision_at_1_diff1 + value: 41.581599918664075 + - type: nauc_precision_at_1_max + value: 31.500589231378722 + - type: nauc_precision_at_1_std + value: 2.059116370339438 + - type: nauc_precision_at_20_diff1 + value: 12.579593891480531 + - type: nauc_precision_at_20_max + value: 36.620221830588775 + - type: nauc_precision_at_20_std + value: 26.40364876775059 + - type: nauc_precision_at_3_diff1 + value: 30.158859294487073 + - type: nauc_precision_at_3_max + value: 41.168215766389174 + - type: nauc_precision_at_3_std + value: 9.44345004450809 + - type: nauc_precision_at_5_diff1 + value: 25.438624678672785 + - type: nauc_precision_at_5_max + value: 42.72802023518524 + - type: nauc_precision_at_5_std + value: 15.357657388511099 + - type: nauc_recall_at_1000_diff1 + value: 24.987564782718003 + - type: nauc_recall_at_1000_max + value: 70.508416373353 + - type: nauc_recall_at_1000_std + value: 69.75092280398808 + - type: nauc_recall_at_100_diff1 + value: 29.504202856421397 + - type: nauc_recall_at_100_max + value: 63.41356585545318 + - type: nauc_recall_at_100_std + value: 50.09250954437847 + - type: nauc_recall_at_10_diff1 + value: 32.355776022971774 + - type: nauc_recall_at_10_max + value: 49.47121901667283 + - type: nauc_recall_at_10_std + value: 19.418439406631244 + - type: nauc_recall_at_1_diff1 + value: 41.52697034146981 + - type: nauc_recall_at_1_max + value: 28.558995576942863 + - type: nauc_recall_at_1_std + value: 0.13094542859192052 + - type: nauc_recall_at_20_diff1 + value: 31.57334731023589 + - type: nauc_recall_at_20_max + value: 54.06567225197383 + - type: nauc_recall_at_20_std + value: 29.222029720570468 + - type: nauc_recall_at_3_diff1 + value: 36.45033533275773 + - type: nauc_recall_at_3_max + value: 40.39529713780803 + - type: nauc_recall_at_3_std + value: 5.21893897772794 + - type: nauc_recall_at_5_diff1 + value: 35.18471678478859 + - type: nauc_recall_at_5_max + value: 46.20100816867823 + - type: nauc_recall_at_5_std + value: 11.94481894633221 + - type: ndcg_at_1 + value: 37.949 + - type: ndcg_at_10 + value: 54.017 + - type: ndcg_at_100 + value: 58.126 + - type: ndcg_at_1000 + value: 59.073 + - type: ndcg_at_20 + value: 55.928 + - type: ndcg_at_3 + value: 47.494 + - type: ndcg_at_5 + value: 50.975 + - type: precision_at_1 + value: 37.949 + - type: precision_at_10 + value: 8.450000000000001 + - type: precision_at_100 + value: 1.083 + - type: precision_at_1000 + value: 0.117 + - type: precision_at_20 + value: 4.689 + - type: precision_at_3 + value: 21.051000000000002 + - type: precision_at_5 + value: 14.664 + - type: recall_at_1 + value: 34.193 + - type: recall_at_10 + value: 71.357 + - type: recall_at_100 + value: 89.434 + - type: recall_at_1000 + value: 96.536 + - type: recall_at_20 + value: 78.363 + - type: recall_at_3 + value: 54.551 + - type: recall_at_5 + value: 62.543000000000006 + task: + type: Retrieval + - dataset: + config: default + name: MTEB Quora-PL (default) + revision: 0be27e93455051e531182b85e85e425aba12e9d4 + split: test + type: clarin-knext/quora-pl + metrics: + - type: main_score + value: 84.114 + - type: map_at_1 + value: 65.848 + - type: map_at_10 + value: 79.85900000000001 + - type: map_at_100 + value: 80.582 + - type: map_at_1000 + value: 80.60300000000001 + - type: map_at_20 + value: 80.321 + - type: map_at_3 + value: 76.741 + - type: map_at_5 + value: 78.72200000000001 + - type: mrr_at_1 + value: 75.97 + - type: mrr_at_10 + value: 83.04630158730119 + - type: mrr_at_100 + value: 83.22785731032968 + - type: mrr_at_1000 + value: 83.23123717623899 + - type: mrr_at_20 + value: 83.17412021320565 + - type: mrr_at_3 + value: 81.83333333333287 + - type: mrr_at_5 + value: 82.61933333333275 + - type: nauc_map_at_1000_diff1 + value: 73.26316553371083 + - type: nauc_map_at_1000_max + value: 27.92567859085245 + - type: nauc_map_at_1000_std + value: -47.477909533360446 + - type: nauc_map_at_100_diff1 + value: 73.2690602807223 + - type: nauc_map_at_100_max + value: 27.915868327849996 + - type: nauc_map_at_100_std + value: -47.525777766107595 + - type: nauc_map_at_10_diff1 + value: 73.45464428464894 + - type: nauc_map_at_10_max + value: 27.451611487246296 + - type: nauc_map_at_10_std + value: -49.35818715843809 + - type: nauc_map_at_1_diff1 + value: 77.29690208952982 + - type: nauc_map_at_1_max + value: 19.839875762282293 + - type: nauc_map_at_1_std + value: -45.355684654708284 + - type: nauc_map_at_20_diff1 + value: 73.35102731979796 + - type: nauc_map_at_20_max + value: 27.741506490134583 + - type: nauc_map_at_20_std + value: -48.22006207310331 + - type: nauc_map_at_3_diff1 + value: 73.94878241064137 + - type: nauc_map_at_3_max + value: 24.761321386766728 + - type: nauc_map_at_3_std + value: -51.20638883618126 + - type: nauc_map_at_5_diff1 + value: 73.66143558047698 + - type: nauc_map_at_5_max + value: 26.53483405013543 + - type: nauc_map_at_5_std + value: -50.697541279640056 + - type: nauc_mrr_at_1000_diff1 + value: 73.84632320009759 + - type: nauc_mrr_at_1000_max + value: 30.50182733610048 + - type: nauc_mrr_at_1000_std + value: -44.3021647995251 + - type: nauc_mrr_at_100_diff1 + value: 73.84480792662302 + - type: nauc_mrr_at_100_max + value: 30.50749424571614 + - type: nauc_mrr_at_100_std + value: -44.29615086388113 + - type: nauc_mrr_at_10_diff1 + value: 73.79442772949346 + - type: nauc_mrr_at_10_max + value: 30.55724252219984 + - type: nauc_mrr_at_10_std + value: -44.50997069462057 + - type: nauc_mrr_at_1_diff1 + value: 75.23369827945945 + - type: nauc_mrr_at_1_max + value: 29.20073967447664 + - type: nauc_mrr_at_1_std + value: -43.1920147658285 + - type: nauc_mrr_at_20_diff1 + value: 73.82731678072307 + - type: nauc_mrr_at_20_max + value: 30.566328605497667 + - type: nauc_mrr_at_20_std + value: -44.24683607643705 + - type: nauc_mrr_at_3_diff1 + value: 73.61997576749954 + - type: nauc_mrr_at_3_max + value: 30.150393853381917 + - type: nauc_mrr_at_3_std + value: -44.96847297506626 + - type: nauc_mrr_at_5_diff1 + value: 73.69084310616132 + - type: nauc_mrr_at_5_max + value: 30.578033703441125 + - type: nauc_mrr_at_5_std + value: -44.74920746066566 + - type: nauc_ndcg_at_1000_diff1 + value: 72.89349862557452 + - type: nauc_ndcg_at_1000_max + value: 29.824725190462086 + - type: nauc_ndcg_at_1000_std + value: -44.96284395063211 + - type: nauc_ndcg_at_100_diff1 + value: 72.85212753715273 + - type: nauc_ndcg_at_100_max + value: 29.933114207845605 + - type: nauc_ndcg_at_100_std + value: -44.944225570663754 + - type: nauc_ndcg_at_10_diff1 + value: 72.80576740454528 + - type: nauc_ndcg_at_10_max + value: 29.16829118320828 + - type: nauc_ndcg_at_10_std + value: -48.149473740079614 + - type: nauc_ndcg_at_1_diff1 + value: 75.00032534968587 + - type: nauc_ndcg_at_1_max + value: 29.61849062038547 + - type: nauc_ndcg_at_1_std + value: -42.560207043864054 + - type: nauc_ndcg_at_20_diff1 + value: 72.88440406302502 + - type: nauc_ndcg_at_20_max + value: 29.65496676092656 + - type: nauc_ndcg_at_20_std + value: -46.21238462167732 + - type: nauc_ndcg_at_3_diff1 + value: 72.37916962766987 + - type: nauc_ndcg_at_3_max + value: 27.125094834547586 + - type: nauc_ndcg_at_3_std + value: -48.62942991399391 + - type: nauc_ndcg_at_5_diff1 + value: 72.57017330527658 + - type: nauc_ndcg_at_5_max + value: 28.470485561757254 + - type: nauc_ndcg_at_5_std + value: -49.07593345591059 + - type: nauc_precision_at_1000_diff1 + value: -41.67915575853946 + - type: nauc_precision_at_1000_max + value: 1.2012264478568844 + - type: nauc_precision_at_1000_std + value: 44.723834559400466 + - type: nauc_precision_at_100_diff1 + value: -40.45196679236971 + - type: nauc_precision_at_100_max + value: 2.3525450401714894 + - type: nauc_precision_at_100_std + value: 43.7092529413952 + - type: nauc_precision_at_10_diff1 + value: -30.256026923068767 + - type: nauc_precision_at_10_max + value: 8.313422052132559 + - type: nauc_precision_at_10_std + value: 25.929372356449694 + - type: nauc_precision_at_1_diff1 + value: 75.00032534968587 + - type: nauc_precision_at_1_max + value: 29.61849062038547 + - type: nauc_precision_at_1_std + value: -42.560207043864054 + - type: nauc_precision_at_20_diff1 + value: -35.61971069986584 + - type: nauc_precision_at_20_max + value: 5.4664303079116765 + - type: nauc_precision_at_20_std + value: 34.992352471692826 + - type: nauc_precision_at_3_diff1 + value: -5.691231842471157 + - type: nauc_precision_at_3_max + value: 14.797949087742444 + - type: nauc_precision_at_3_std + value: -0.1930317395644928 + - type: nauc_precision_at_5_diff1 + value: -20.03913781462645 + - type: nauc_precision_at_5_max + value: 11.956771408712749 + - type: nauc_precision_at_5_std + value: 13.179251389859731 + - type: nauc_recall_at_1000_diff1 + value: 64.03509042729674 + - type: nauc_recall_at_1000_max + value: 40.91691485428493 + - type: nauc_recall_at_1000_std + value: 16.12968625875372 + - type: nauc_recall_at_100_diff1 + value: 63.83116179628575 + - type: nauc_recall_at_100_max + value: 43.72908117676382 + - type: nauc_recall_at_100_std + value: -20.50966716852155 + - type: nauc_recall_at_10_diff1 + value: 66.42071960186394 + - type: nauc_recall_at_10_max + value: 28.983207818687205 + - type: nauc_recall_at_10_std + value: -56.61417798753744 + - type: nauc_recall_at_1_diff1 + value: 77.29690208952982 + - type: nauc_recall_at_1_max + value: 19.839875762282293 + - type: nauc_recall_at_1_std + value: -45.355684654708284 + - type: nauc_recall_at_20_diff1 + value: 66.32360705219874 + - type: nauc_recall_at_20_max + value: 33.30698111822631 + - type: nauc_recall_at_20_std + value: -43.89233781737452 + - type: nauc_recall_at_3_diff1 + value: 69.67029394927077 + - type: nauc_recall_at_3_max + value: 22.67803039327696 + - type: nauc_recall_at_3_std + value: -56.43327209861502 + - type: nauc_recall_at_5_diff1 + value: 68.05622143936131 + - type: nauc_recall_at_5_max + value: 26.67795559040675 + - type: nauc_recall_at_5_std + value: -58.158231198510954 + - type: ndcg_at_1 + value: 76.08 + - type: ndcg_at_10 + value: 84.114 + - type: ndcg_at_100 + value: 85.784 + - type: ndcg_at_1000 + value: 85.992 + - type: ndcg_at_20 + value: 84.976 + - type: ndcg_at_3 + value: 80.74799999999999 + - type: ndcg_at_5 + value: 82.626 + - type: precision_at_1 + value: 76.08 + - type: precision_at_10 + value: 12.926000000000002 + - type: precision_at_100 + value: 1.509 + - type: precision_at_1000 + value: 0.156 + - type: precision_at_20 + value: 6.912999999999999 + - type: precision_at_3 + value: 35.5 + - type: precision_at_5 + value: 23.541999999999998 + - type: recall_at_1 + value: 65.848 + - type: recall_at_10 + value: 92.611 + - type: recall_at_100 + value: 98.69 + - type: recall_at_1000 + value: 99.83999999999999 + - type: recall_at_20 + value: 95.47200000000001 + - type: recall_at_3 + value: 83.122 + - type: recall_at_5 + value: 88.23 + task: + type: Retrieval + - dataset: + config: default + name: MTEB SCIDOCS-PL (default) + revision: 45452b03f05560207ef19149545f168e596c9337 + split: test + type: clarin-knext/scidocs-pl + metrics: + - type: main_score + value: 15.379999999999999 + - type: map_at_1 + value: 3.6029999999999998 + - type: map_at_10 + value: 8.843 + - type: map_at_100 + value: 10.433 + - type: map_at_1000 + value: 10.689 + - type: map_at_20 + value: 9.597 + - type: map_at_3 + value: 6.363 + - type: map_at_5 + value: 7.603 + - type: mrr_at_1 + value: 17.7 + - type: mrr_at_10 + value: 26.58900793650793 + - type: mrr_at_100 + value: 27.699652322890987 + - type: mrr_at_1000 + value: 27.78065313118353 + - type: mrr_at_20 + value: 27.215020950411816 + - type: mrr_at_3 + value: 23.36666666666668 + - type: mrr_at_5 + value: 25.211666666666666 + - type: nauc_map_at_1000_diff1 + value: 21.92235143827129 + - type: nauc_map_at_1000_max + value: 37.50300940750989 + - type: nauc_map_at_1000_std + value: 20.872586122198552 + - type: nauc_map_at_100_diff1 + value: 21.917408170465833 + - type: nauc_map_at_100_max + value: 37.4654466815513 + - type: nauc_map_at_100_std + value: 20.621643878648534 + - type: nauc_map_at_10_diff1 + value: 22.914388723621183 + - type: nauc_map_at_10_max + value: 36.468131213468794 + - type: nauc_map_at_10_std + value: 16.760980140791492 + - type: nauc_map_at_1_diff1 + value: 29.00799502838457 + - type: nauc_map_at_1_max + value: 26.64926291797503 + - type: nauc_map_at_1_std + value: 8.167291261637361 + - type: nauc_map_at_20_diff1 + value: 22.46580947804047 + - type: nauc_map_at_20_max + value: 36.656294842562275 + - type: nauc_map_at_20_std + value: 18.099232417722078 + - type: nauc_map_at_3_diff1 + value: 23.436009032045934 + - type: nauc_map_at_3_max + value: 31.325807212280914 + - type: nauc_map_at_3_std + value: 9.780905232048852 + - type: nauc_map_at_5_diff1 + value: 22.891704394665528 + - type: nauc_map_at_5_max + value: 35.40584466642894 + - type: nauc_map_at_5_std + value: 13.476986099394656 + - type: nauc_mrr_at_1000_diff1 + value: 25.052937655397866 + - type: nauc_mrr_at_1000_max + value: 29.64431912670108 + - type: nauc_mrr_at_1000_std + value: 14.549744963988044 + - type: nauc_mrr_at_100_diff1 + value: 25.070871266969224 + - type: nauc_mrr_at_100_max + value: 29.68743604652336 + - type: nauc_mrr_at_100_std + value: 14.582010154574432 + - type: nauc_mrr_at_10_diff1 + value: 24.88881466938897 + - type: nauc_mrr_at_10_max + value: 29.488430770768144 + - type: nauc_mrr_at_10_std + value: 14.269241073852266 + - type: nauc_mrr_at_1_diff1 + value: 29.220540327267503 + - type: nauc_mrr_at_1_max + value: 26.81908580507911 + - type: nauc_mrr_at_1_std + value: 8.00840295809718 + - type: nauc_mrr_at_20_diff1 + value: 25.067912695721944 + - type: nauc_mrr_at_20_max + value: 29.759227563849628 + - type: nauc_mrr_at_20_std + value: 14.685076859257357 + - type: nauc_mrr_at_3_diff1 + value: 24.645848739182696 + - type: nauc_mrr_at_3_max + value: 27.73368549660351 + - type: nauc_mrr_at_3_std + value: 11.475742805586943 + - type: nauc_mrr_at_5_diff1 + value: 24.895295760909946 + - type: nauc_mrr_at_5_max + value: 29.130755033240423 + - type: nauc_mrr_at_5_std + value: 12.955802929145404 + - type: nauc_ndcg_at_1000_diff1 + value: 20.68434434777729 + - type: nauc_ndcg_at_1000_max + value: 37.67055146424174 + - type: nauc_ndcg_at_1000_std + value: 29.57493715069776 + - type: nauc_ndcg_at_100_diff1 + value: 20.396834816492383 + - type: nauc_ndcg_at_100_max + value: 37.460575228670514 + - type: nauc_ndcg_at_100_std + value: 27.826534756761944 + - type: nauc_ndcg_at_10_diff1 + value: 22.640844106236027 + - type: nauc_ndcg_at_10_max + value: 35.21291764462327 + - type: nauc_ndcg_at_10_std + value: 19.53289455984506 + - type: nauc_ndcg_at_1_diff1 + value: 29.220540327267503 + - type: nauc_ndcg_at_1_max + value: 26.81908580507911 + - type: nauc_ndcg_at_1_std + value: 8.00840295809718 + - type: nauc_ndcg_at_20_diff1 + value: 22.117126657768623 + - type: nauc_ndcg_at_20_max + value: 35.79395781940806 + - type: nauc_ndcg_at_20_std + value: 22.242748346260786 + - type: nauc_ndcg_at_3_diff1 + value: 23.00596063212187 + - type: nauc_ndcg_at_3_max + value: 30.149013627580523 + - type: nauc_ndcg_at_3_std + value: 11.07904064662722 + - type: nauc_ndcg_at_5_diff1 + value: 22.81875419630523 + - type: nauc_ndcg_at_5_max + value: 34.24267468356626 + - type: nauc_ndcg_at_5_std + value: 15.307780280752088 + - type: nauc_precision_at_1000_diff1 + value: 9.606677689029972 + - type: nauc_precision_at_1000_max + value: 32.74855550489271 + - type: nauc_precision_at_1000_std + value: 42.65372585937895 + - type: nauc_precision_at_100_diff1 + value: 11.528981313529545 + - type: nauc_precision_at_100_max + value: 35.642529490132404 + - type: nauc_precision_at_100_std + value: 38.146151426052306 + - type: nauc_precision_at_10_diff1 + value: 18.783957183811836 + - type: nauc_precision_at_10_max + value: 36.1982008334257 + - type: nauc_precision_at_10_std + value: 25.09349473195891 + - type: nauc_precision_at_1_diff1 + value: 29.220540327267503 + - type: nauc_precision_at_1_max + value: 26.81908580507911 + - type: nauc_precision_at_1_std + value: 8.00840295809718 + - type: nauc_precision_at_20_diff1 + value: 17.458766320828214 + - type: nauc_precision_at_20_max + value: 36.000404903025235 + - type: nauc_precision_at_20_std + value: 29.1608044138323 + - type: nauc_precision_at_3_diff1 + value: 20.213669462067166 + - type: nauc_precision_at_3_max + value: 31.120650847205912 + - type: nauc_precision_at_3_std + value: 12.390972418818118 + - type: nauc_precision_at_5_diff1 + value: 20.114245715785678 + - type: nauc_precision_at_5_max + value: 37.30360111495823 + - type: nauc_precision_at_5_std + value: 19.053109037822853 + - type: nauc_recall_at_1000_diff1 + value: 9.85800049032612 + - type: nauc_recall_at_1000_max + value: 32.48319160802687 + - type: nauc_recall_at_1000_std + value: 43.79941601741161 + - type: nauc_recall_at_100_diff1 + value: 11.375255270968337 + - type: nauc_recall_at_100_max + value: 35.1868784124497 + - type: nauc_recall_at_100_std + value: 38.422680583482666 + - type: nauc_recall_at_10_diff1 + value: 18.445783123521938 + - type: nauc_recall_at_10_max + value: 35.633267936276766 + - type: nauc_recall_at_10_std + value: 24.94469506254716 + - type: nauc_recall_at_1_diff1 + value: 29.00799502838457 + - type: nauc_recall_at_1_max + value: 26.64926291797503 + - type: nauc_recall_at_1_std + value: 8.167291261637361 + - type: nauc_recall_at_20_diff1 + value: 17.314906604151936 + - type: nauc_recall_at_20_max + value: 35.66067699203996 + - type: nauc_recall_at_20_std + value: 29.400137012506082 + - type: nauc_recall_at_3_diff1 + value: 19.873710875648698 + - type: nauc_recall_at_3_max + value: 30.92404718742849 + - type: nauc_recall_at_3_std + value: 12.400871018075199 + - type: nauc_recall_at_5_diff1 + value: 19.869948324233192 + - type: nauc_recall_at_5_max + value: 37.06832511687574 + - type: nauc_recall_at_5_std + value: 19.0798814966156 + - type: ndcg_at_1 + value: 17.7 + - type: ndcg_at_10 + value: 15.379999999999999 + - type: ndcg_at_100 + value: 22.09 + - type: ndcg_at_1000 + value: 27.151999999999997 + - type: ndcg_at_20 + value: 17.576 + - type: ndcg_at_3 + value: 14.219999999999999 + - type: ndcg_at_5 + value: 12.579 + - type: precision_at_1 + value: 17.7 + - type: precision_at_10 + value: 8.08 + - type: precision_at_100 + value: 1.7840000000000003 + - type: precision_at_1000 + value: 0.3 + - type: precision_at_20 + value: 5.305 + - type: precision_at_3 + value: 13.167000000000002 + - type: precision_at_5 + value: 11.06 + - type: recall_at_1 + value: 3.6029999999999998 + - type: recall_at_10 + value: 16.413 + - type: recall_at_100 + value: 36.263 + - type: recall_at_1000 + value: 61.016999999999996 + - type: recall_at_20 + value: 21.587999999999997 + - type: recall_at_3 + value: 8.013 + - type: recall_at_5 + value: 11.198 + task: + type: Retrieval + - dataset: + config: default + name: MTEB SciFact-PL (default) + revision: 47932a35f045ef8ed01ba82bf9ff67f6e109207e + split: test + type: clarin-knext/scifact-pl + metrics: + - type: main_score + value: 64.764 + - type: map_at_1 + value: 49.778 + - type: map_at_10 + value: 59.88 + - type: map_at_100 + value: 60.707 + - type: map_at_1000 + value: 60.729 + - type: map_at_20 + value: 60.419999999999995 + - type: map_at_3 + value: 57.45400000000001 + - type: map_at_5 + value: 58.729 + - type: mrr_at_1 + value: 52.33333333333333 + - type: mrr_at_10 + value: 61.29193121693122 + - type: mrr_at_100 + value: 61.95817765126313 + - type: mrr_at_1000 + value: 61.97583284368782 + - type: mrr_at_20 + value: 61.72469949641003 + - type: mrr_at_3 + value: 59.44444444444444 + - type: mrr_at_5 + value: 60.494444444444454 + - type: nauc_map_at_1000_diff1 + value: 62.21235294015774 + - type: nauc_map_at_1000_max + value: 48.83996609100249 + - type: nauc_map_at_1000_std + value: 5.23892781043174 + - type: nauc_map_at_100_diff1 + value: 62.20170226789429 + - type: nauc_map_at_100_max + value: 48.8391766453537 + - type: nauc_map_at_100_std + value: 5.2664077457917715 + - type: nauc_map_at_10_diff1 + value: 61.961975488329024 + - type: nauc_map_at_10_max + value: 48.397109987625186 + - type: nauc_map_at_10_std + value: 4.314859710827481 + - type: nauc_map_at_1_diff1 + value: 65.0865197011516 + - type: nauc_map_at_1_max + value: 41.38862781954889 + - type: nauc_map_at_1_std + value: -0.9182122632530586 + - type: nauc_map_at_20_diff1 + value: 61.99173935851292 + - type: nauc_map_at_20_max + value: 48.79961814179307 + - type: nauc_map_at_20_std + value: 5.262181845825118 + - type: nauc_map_at_3_diff1 + value: 62.37910539880477 + - type: nauc_map_at_3_max + value: 47.13627890977091 + - type: nauc_map_at_3_std + value: 2.327897198087264 + - type: nauc_map_at_5_diff1 + value: 61.60080757149592 + - type: nauc_map_at_5_max + value: 47.60052458345962 + - type: nauc_map_at_5_std + value: 3.1770196981231047 + - type: nauc_mrr_at_1000_diff1 + value: 62.86810952814966 + - type: nauc_mrr_at_1000_max + value: 52.13248094447774 + - type: nauc_mrr_at_1000_std + value: 10.100485746570733 + - type: nauc_mrr_at_100_diff1 + value: 62.85364829491874 + - type: nauc_mrr_at_100_max + value: 52.134528010631854 + - type: nauc_mrr_at_100_std + value: 10.120945685447369 + - type: nauc_mrr_at_10_diff1 + value: 62.65679301829915 + - type: nauc_mrr_at_10_max + value: 52.09270719182349 + - type: nauc_mrr_at_10_std + value: 9.913834434725441 + - type: nauc_mrr_at_1_diff1 + value: 66.84108271415636 + - type: nauc_mrr_at_1_max + value: 46.67646429855176 + - type: nauc_mrr_at_1_std + value: 5.5505252956352304 + - type: nauc_mrr_at_20_diff1 + value: 62.72473227039611 + - type: nauc_mrr_at_20_max + value: 52.13479097802757 + - type: nauc_mrr_at_20_std + value: 10.188278833464084 + - type: nauc_mrr_at_3_diff1 + value: 63.797429185518496 + - type: nauc_mrr_at_3_max + value: 52.16486999573481 + - type: nauc_mrr_at_3_std + value: 9.094360767062762 + - type: nauc_mrr_at_5_diff1 + value: 62.592917975475494 + - type: nauc_mrr_at_5_max + value: 52.330741486107414 + - type: nauc_mrr_at_5_std + value: 9.742175534421389 + - type: nauc_ndcg_at_1000_diff1 + value: 61.38859337672476 + - type: nauc_ndcg_at_1000_max + value: 51.48380058339184 + - type: nauc_ndcg_at_1000_std + value: 9.670547660897673 + - type: nauc_ndcg_at_100_diff1 + value: 61.02438489641434 + - type: nauc_ndcg_at_100_max + value: 51.781246646780865 + - type: nauc_ndcg_at_100_std + value: 10.592961553245187 + - type: nauc_ndcg_at_10_diff1 + value: 60.03678353308358 + - type: nauc_ndcg_at_10_max + value: 50.70725688848762 + - type: nauc_ndcg_at_10_std + value: 7.9472446491016315 + - type: nauc_ndcg_at_1_diff1 + value: 66.84108271415636 + - type: nauc_ndcg_at_1_max + value: 46.67646429855176 + - type: nauc_ndcg_at_1_std + value: 5.5505252956352304 + - type: nauc_ndcg_at_20_diff1 + value: 59.828482718480224 + - type: nauc_ndcg_at_20_max + value: 51.45831789601284 + - type: nauc_ndcg_at_20_std + value: 10.722673683272049 + - type: nauc_ndcg_at_3_diff1 + value: 61.68982937524109 + - type: nauc_ndcg_at_3_max + value: 49.745326748604775 + - type: nauc_ndcg_at_3_std + value: 4.948298621202247 + - type: nauc_ndcg_at_5_diff1 + value: 59.67396171973207 + - type: nauc_ndcg_at_5_max + value: 49.87855139298281 + - type: nauc_ndcg_at_5_std + value: 6.08990428055584 + - type: nauc_precision_at_1000_diff1 + value: -1.594227972036865 + - type: nauc_precision_at_1000_max + value: 32.48431723086185 + - type: nauc_precision_at_1000_std + value: 53.84748466965268 + - type: nauc_precision_at_100_diff1 + value: 8.06411455192293 + - type: nauc_precision_at_100_max + value: 39.91003601878948 + - type: nauc_precision_at_100_std + value: 55.52979711075091 + - type: nauc_precision_at_10_diff1 + value: 26.610514456014066 + - type: nauc_precision_at_10_max + value: 47.09062494321172 + - type: nauc_precision_at_10_std + value: 33.91984226498748 + - type: nauc_precision_at_1_diff1 + value: 66.84108271415636 + - type: nauc_precision_at_1_max + value: 46.67646429855176 + - type: nauc_precision_at_1_std + value: 5.5505252956352304 + - type: nauc_precision_at_20_diff1 + value: 16.947688843085583 + - type: nauc_precision_at_20_max + value: 45.40488186572008 + - type: nauc_precision_at_20_std + value: 48.354421924500905 + - type: nauc_precision_at_3_diff1 + value: 49.11263981720622 + - type: nauc_precision_at_3_max + value: 52.7084625111683 + - type: nauc_precision_at_3_std + value: 16.734612173556453 + - type: nauc_precision_at_5_diff1 + value: 39.06503705015792 + - type: nauc_precision_at_5_max + value: 52.21710506893391 + - type: nauc_precision_at_5_std + value: 23.350948149460233 + - type: nauc_recall_at_1000_diff1 + value: 43.1559290382817 + - type: nauc_recall_at_1000_max + value: 83.66013071895456 + - type: nauc_recall_at_1000_std + value: 86.27450980392177 + - type: nauc_recall_at_100_diff1 + value: 46.016860850620375 + - type: nauc_recall_at_100_max + value: 69.3944888744547 + - type: nauc_recall_at_100_std + value: 55.286945696152735 + - type: nauc_recall_at_10_diff1 + value: 49.65877895350921 + - type: nauc_recall_at_10_max + value: 53.02636695700889 + - type: nauc_recall_at_10_std + value: 13.967608945823828 + - type: nauc_recall_at_1_diff1 + value: 65.0865197011516 + - type: nauc_recall_at_1_max + value: 41.38862781954889 + - type: nauc_recall_at_1_std + value: -0.9182122632530586 + - type: nauc_recall_at_20_diff1 + value: 43.355308229973524 + - type: nauc_recall_at_20_max + value: 57.04187909533764 + - type: nauc_recall_at_20_std + value: 33.578720846660524 + - type: nauc_recall_at_3_diff1 + value: 56.922996057428165 + - type: nauc_recall_at_3_max + value: 50.74417041895424 + - type: nauc_recall_at_3_std + value: 5.623890124328387 + - type: nauc_recall_at_5_diff1 + value: 50.55620076865238 + - type: nauc_recall_at_5_max + value: 51.3316854622085 + - type: nauc_recall_at_5_std + value: 8.995457887269255 + - type: ndcg_at_1 + value: 52.333 + - type: ndcg_at_10 + value: 64.764 + - type: ndcg_at_100 + value: 68.167 + - type: ndcg_at_1000 + value: 68.816 + - type: ndcg_at_20 + value: 66.457 + - type: ndcg_at_3 + value: 60.346 + - type: ndcg_at_5 + value: 62.365 + - type: precision_at_1 + value: 52.333 + - type: precision_at_10 + value: 8.799999999999999 + - type: precision_at_100 + value: 1.057 + - type: precision_at_1000 + value: 0.11100000000000002 + - type: precision_at_20 + value: 4.8 + - type: precision_at_3 + value: 23.889 + - type: precision_at_5 + value: 15.6 + - type: recall_at_1 + value: 49.778 + - type: recall_at_10 + value: 78.206 + - type: recall_at_100 + value: 93.10000000000001 + - type: recall_at_1000 + value: 98.333 + - type: recall_at_20 + value: 84.467 + - type: recall_at_3 + value: 66.367 + - type: recall_at_5 + value: 71.35000000000001 + task: + type: Retrieval + - dataset: + config: default + name: MTEB TRECCOVID-PL (default) + revision: 81bcb408f33366c2a20ac54adafad1ae7e877fdd + split: test + type: clarin-knext/trec-covid-pl + metrics: + - type: main_score + value: 72.18900000000001 + - type: map_at_1 + value: 0.214 + - type: map_at_10 + value: 1.755 + - type: map_at_100 + value: 9.944 + - type: map_at_1000 + value: 24.205 + - type: map_at_20 + value: 3.1510000000000002 + - type: map_at_3 + value: 0.6 + - type: map_at_5 + value: 0.9560000000000001 + - type: mrr_at_1 + value: 82.0 + - type: mrr_at_10 + value: 89.06666666666666 + - type: mrr_at_100 + value: 89.06666666666666 + - type: mrr_at_1000 + value: 89.06666666666666 + - type: mrr_at_20 + value: 89.06666666666666 + - type: mrr_at_3 + value: 87.66666666666666 + - type: mrr_at_5 + value: 89.06666666666666 + - type: nauc_map_at_1000_diff1 + value: -9.342037623635543 + - type: nauc_map_at_1000_max + value: 45.71499810252398 + - type: nauc_map_at_1000_std + value: 76.86482845196852 + - type: nauc_map_at_100_diff1 + value: -6.932395299866198 + - type: nauc_map_at_100_max + value: 36.097801891181604 + - type: nauc_map_at_100_std + value: 65.6085215411685 + - type: nauc_map_at_10_diff1 + value: -6.3654843824342775 + - type: nauc_map_at_10_max + value: 9.564437521432714 + - type: nauc_map_at_10_std + value: 21.8377319336476 + - type: nauc_map_at_1_diff1 + value: 8.269590874255034 + - type: nauc_map_at_1_max + value: 3.482498491294516 + - type: nauc_map_at_1_std + value: 8.985226819412189 + - type: nauc_map_at_20_diff1 + value: -4.971435767877232 + - type: nauc_map_at_20_max + value: 22.88801858567121 + - type: nauc_map_at_20_std + value: 32.38492618534027 + - type: nauc_map_at_3_diff1 + value: 1.1615973694623123 + - type: nauc_map_at_3_max + value: 1.935417800315643 + - type: nauc_map_at_3_std + value: 10.289328305818698 + - type: nauc_map_at_5_diff1 + value: -2.4675967231444105 + - type: nauc_map_at_5_max + value: 2.4611483736622373 + - type: nauc_map_at_5_std + value: 15.082324305750811 + - type: nauc_mrr_at_1000_diff1 + value: 13.098526703499063 + - type: nauc_mrr_at_1000_max + value: 56.37362177417431 + - type: nauc_mrr_at_1000_std + value: 73.2456769749587 + - type: nauc_mrr_at_100_diff1 + value: 13.098526703499063 + - type: nauc_mrr_at_100_max + value: 56.37362177417431 + - type: nauc_mrr_at_100_std + value: 73.2456769749587 + - type: nauc_mrr_at_10_diff1 + value: 13.098526703499063 + - type: nauc_mrr_at_10_max + value: 56.37362177417431 + - type: nauc_mrr_at_10_std + value: 73.2456769749587 + - type: nauc_mrr_at_1_diff1 + value: 12.099350148694809 + - type: nauc_mrr_at_1_max + value: 53.75041304108387 + - type: nauc_mrr_at_1_std + value: 68.84018063663402 + - type: nauc_mrr_at_20_diff1 + value: 13.098526703499063 + - type: nauc_mrr_at_20_max + value: 56.37362177417431 + - type: nauc_mrr_at_20_std + value: 73.2456769749587 + - type: nauc_mrr_at_3_diff1 + value: 12.173557857011161 + - type: nauc_mrr_at_3_max + value: 57.540780562363395 + - type: nauc_mrr_at_3_std + value: 75.42098189580211 + - type: nauc_mrr_at_5_diff1 + value: 13.098526703499063 + - type: nauc_mrr_at_5_max + value: 56.37362177417431 + - type: nauc_mrr_at_5_std + value: 73.2456769749587 + - type: nauc_ndcg_at_1000_diff1 + value: -8.951471847310401 + - type: nauc_ndcg_at_1000_max + value: 43.86942237288822 + - type: nauc_ndcg_at_1000_std + value: 74.61077735148591 + - type: nauc_ndcg_at_100_diff1 + value: -17.754559361083817 + - type: nauc_ndcg_at_100_max + value: 53.97187119773482 + - type: nauc_ndcg_at_100_std + value: 80.7944136146514 + - type: nauc_ndcg_at_10_diff1 + value: -26.637734697836414 + - type: nauc_ndcg_at_10_max + value: 47.70102699133149 + - type: nauc_ndcg_at_10_std + value: 70.26909560828646 + - type: nauc_ndcg_at_1_diff1 + value: -1.2250530785563207 + - type: nauc_ndcg_at_1_max + value: 46.60509554140131 + - type: nauc_ndcg_at_1_std + value: 62.63906581740976 + - type: nauc_ndcg_at_20_diff1 + value: -22.44286466550908 + - type: nauc_ndcg_at_20_max + value: 55.40492058090103 + - type: nauc_ndcg_at_20_std + value: 72.11813912145738 + - type: nauc_ndcg_at_3_diff1 + value: -14.8152721896563 + - type: nauc_ndcg_at_3_max + value: 38.952259383027595 + - type: nauc_ndcg_at_3_std + value: 59.819750166537766 + - type: nauc_ndcg_at_5_diff1 + value: -19.150105688904375 + - type: nauc_ndcg_at_5_max + value: 42.311180547775315 + - type: nauc_ndcg_at_5_std + value: 66.6632229321094 + - type: nauc_precision_at_1000_diff1 + value: -11.555591477978941 + - type: nauc_precision_at_1000_max + value: 43.7311644834851 + - type: nauc_precision_at_1000_std + value: 52.10644767999648 + - type: nauc_precision_at_100_diff1 + value: -16.94803099801117 + - type: nauc_precision_at_100_max + value: 54.08281631067633 + - type: nauc_precision_at_100_std + value: 82.77237347891331 + - type: nauc_precision_at_10_diff1 + value: -27.351332814863355 + - type: nauc_precision_at_10_max + value: 48.08237549065846 + - type: nauc_precision_at_10_std + value: 69.37250843534329 + - type: nauc_precision_at_1_diff1 + value: 12.099350148694809 + - type: nauc_precision_at_1_max + value: 53.75041304108387 + - type: nauc_precision_at_1_std + value: 68.84018063663402 + - type: nauc_precision_at_20_diff1 + value: -18.2422222283388 + - type: nauc_precision_at_20_max + value: 59.517328129343696 + - type: nauc_precision_at_20_std + value: 72.05149307342747 + - type: nauc_precision_at_3_diff1 + value: -10.226547543075897 + - type: nauc_precision_at_3_max + value: 43.14684818832875 + - type: nauc_precision_at_3_std + value: 57.31936467418288 + - type: nauc_precision_at_5_diff1 + value: -14.28521589468673 + - type: nauc_precision_at_5_max + value: 41.633426753962596 + - type: nauc_precision_at_5_std + value: 64.94400576804541 + - type: nauc_recall_at_1000_diff1 + value: -0.9648831207497152 + - type: nauc_recall_at_1000_max + value: 31.70832946085005 + - type: nauc_recall_at_1000_std + value: 63.21471613968869 + - type: nauc_recall_at_100_diff1 + value: -1.360254380933586 + - type: nauc_recall_at_100_max + value: 25.960597782099605 + - type: nauc_recall_at_100_std + value: 51.52757589609674 + - type: nauc_recall_at_10_diff1 + value: -0.3899439424189566 + - type: nauc_recall_at_10_max + value: 5.094341897886072 + - type: nauc_recall_at_10_std + value: 11.266045616925698 + - type: nauc_recall_at_1_diff1 + value: 8.269590874255034 + - type: nauc_recall_at_1_max + value: 3.482498491294516 + - type: nauc_recall_at_1_std + value: 8.985226819412189 + - type: nauc_recall_at_20_diff1 + value: 6.4797098359254175 + - type: nauc_recall_at_20_max + value: 15.663700985336124 + - type: nauc_recall_at_20_std + value: 17.154099587904913 + - type: nauc_recall_at_3_diff1 + value: 3.7245972450393507 + - type: nauc_recall_at_3_max + value: 0.4063857187240345 + - type: nauc_recall_at_3_std + value: 6.641948062821941 + - type: nauc_recall_at_5_diff1 + value: 4.013879477591466 + - type: nauc_recall_at_5_max + value: -1.4266586618013566 + - type: nauc_recall_at_5_std + value: 7.311601874411205 + - type: ndcg_at_1 + value: 75.0 + - type: ndcg_at_10 + value: 72.18900000000001 + - type: ndcg_at_100 + value: 54.022999999999996 + - type: ndcg_at_1000 + value: 49.492000000000004 + - type: ndcg_at_20 + value: 68.51 + - type: ndcg_at_3 + value: 73.184 + - type: ndcg_at_5 + value: 72.811 + - type: precision_at_1 + value: 82.0 + - type: precision_at_10 + value: 77.4 + - type: precision_at_100 + value: 55.24 + - type: precision_at_1000 + value: 21.822 + - type: precision_at_20 + value: 73.0 + - type: precision_at_3 + value: 79.333 + - type: precision_at_5 + value: 79.2 + - type: recall_at_1 + value: 0.214 + - type: recall_at_10 + value: 1.9980000000000002 + - type: recall_at_100 + value: 13.328999999999999 + - type: recall_at_1000 + value: 47.204 + - type: recall_at_20 + value: 3.7310000000000003 + - type: recall_at_3 + value: 0.628 + - type: recall_at_5 + value: 1.049 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CEDRClassification (default) + revision: c0ba03d058e3e1b2f3fd20518875a4563dd12db4 + split: test + type: ai-forever/cedr-classification + metrics: + - type: accuracy + value: 47.30605738575983 + - type: f1 + value: 41.26091043925065 + - type: lrap + value: 72.89452709883206 + - type: main_score + value: 47.30605738575983 + task: + type: MultilabelClassification + - dataset: + config: ru + name: MTEB MIRACLReranking (ru) + revision: 6d1962c527217f8927fca80f890f14f36b2802af + split: dev + type: miracl/mmteb-miracl-reranking + metrics: + - type: MAP@1(MIRACL) + value: 20.721999999999998 + - type: MAP@10(MIRACL) + value: 33.900999999999996 + - type: MAP@100(MIRACL) + value: 36.813 + - type: MAP@1000(MIRACL) + value: 36.813 + - type: MAP@20(MIRACL) + value: 35.684 + - type: MAP@3(MIRACL) + value: 28.141 + - type: MAP@5(MIRACL) + value: 31.075000000000003 + - type: NDCG@1(MIRACL) + value: 32.799 + - type: NDCG@10(MIRACL) + value: 42.065000000000005 + - type: NDCG@100(MIRACL) + value: 49.730999999999995 + - type: NDCG@1000(MIRACL) + value: 49.730999999999995 + - type: NDCG@20(MIRACL) + value: 46.0 + - type: NDCG@3(MIRACL) + value: 34.481 + - type: NDCG@5(MIRACL) + value: 37.452999999999996 + - type: P@1(MIRACL) + value: 32.799 + - type: P@10(MIRACL) + value: 11.668000000000001 + - type: P@100(MIRACL) + value: 1.9529999999999998 + - type: P@1000(MIRACL) + value: 0.19499999999999998 + - type: P@20(MIRACL) + value: 7.51 + - type: P@3(MIRACL) + value: 20.823 + - type: P@5(MIRACL) + value: 16.728 + - type: Recall@1(MIRACL) + value: 20.721999999999998 + - type: Recall@10(MIRACL) + value: 54.762 + - type: Recall@100(MIRACL) + value: 79.952 + - type: Recall@1000(MIRACL) + value: 79.952 + - type: Recall@20(MIRACL) + value: 66.26100000000001 + - type: Recall@3(MIRACL) + value: 34.410000000000004 + - type: Recall@5(MIRACL) + value: 42.659000000000006 + - type: main_score + value: 42.065000000000005 + - type: nAUC_MAP@1000_diff1(MIRACL) + value: 14.33534992502818 + - type: nAUC_MAP@1000_max(MIRACL) + value: 12.367998764646115 + - type: nAUC_MAP@1000_std(MIRACL) + value: 4.569686002935006 + - type: nAUC_MAP@100_diff1(MIRACL) + value: 14.33534992502818 + - type: nAUC_MAP@100_max(MIRACL) + value: 12.367998764646115 + - type: nAUC_MAP@100_std(MIRACL) + value: 4.569686002935006 + - type: nAUC_MAP@10_diff1(MIRACL) + value: 16.920323975680027 + - type: nAUC_MAP@10_max(MIRACL) + value: 9.327171297204082 + - type: nAUC_MAP@10_std(MIRACL) + value: 3.2039133783079015 + - type: nAUC_MAP@1_diff1(MIRACL) + value: 28.698973487482206 + - type: nAUC_MAP@1_max(MIRACL) + value: 2.9217687660885034 + - type: nAUC_MAP@1_std(MIRACL) + value: -1.1247408800976524 + - type: nAUC_MAP@20_diff1(MIRACL) + value: 15.359083081640476 + - type: nAUC_MAP@20_max(MIRACL) + value: 11.310494233946345 + - type: nAUC_MAP@20_std(MIRACL) + value: 4.4171898386022885 + - type: nAUC_MAP@3_diff1(MIRACL) + value: 22.27430591851617 + - type: nAUC_MAP@3_max(MIRACL) + value: 6.407438291284658 + - type: nAUC_MAP@3_std(MIRACL) + value: 0.9799184530397409 + - type: nAUC_MAP@5_diff1(MIRACL) + value: 19.20571689941054 + - type: nAUC_MAP@5_max(MIRACL) + value: 7.987468654026893 + - type: nAUC_MAP@5_std(MIRACL) + value: 1.8324246565938962 + - type: nAUC_NDCG@1000_diff1(MIRACL) + value: 3.7537669018914768 + - type: nAUC_NDCG@1000_max(MIRACL) + value: 20.7944707840533 + - type: nAUC_NDCG@1000_std(MIRACL) + value: 8.444837055303063 + - type: nAUC_NDCG@100_diff1(MIRACL) + value: 3.7537669018914768 + - type: nAUC_NDCG@100_max(MIRACL) + value: 20.7944707840533 + - type: nAUC_NDCG@100_std(MIRACL) + value: 8.444837055303063 + - type: nAUC_NDCG@10_diff1(MIRACL) + value: 10.829575656103888 + - type: nAUC_NDCG@10_max(MIRACL) + value: 13.0445496498929 + - type: nAUC_NDCG@10_std(MIRACL) + value: 6.050412212625362 + - type: nAUC_NDCG@1_diff1(MIRACL) + value: 19.1388712233292 + - type: nAUC_NDCG@1_max(MIRACL) + value: 10.871900994781642 + - type: nAUC_NDCG@1_std(MIRACL) + value: 3.218568248751811 + - type: nAUC_NDCG@20_diff1(MIRACL) + value: 7.093172181746442 + - type: nAUC_NDCG@20_max(MIRACL) + value: 16.955238078958836 + - type: nAUC_NDCG@20_std(MIRACL) + value: 8.325656379573035 + - type: nAUC_NDCG@3_diff1(MIRACL) + value: 17.134437303330802 + - type: nAUC_NDCG@3_max(MIRACL) + value: 10.235328822955793 + - type: nAUC_NDCG@3_std(MIRACL) + value: 3.2341358691084814 + - type: nAUC_NDCG@5_diff1(MIRACL) + value: 14.733664618337636 + - type: nAUC_NDCG@5_max(MIRACL) + value: 11.181897412035282 + - type: nAUC_NDCG@5_std(MIRACL) + value: 3.642277088791985 + - type: nAUC_P@1000_diff1(MIRACL) + value: -26.330038284867573 + - type: nAUC_P@1000_max(MIRACL) + value: 28.450694137240458 + - type: nAUC_P@1000_std(MIRACL) + value: 9.892993775474912 + - type: nAUC_P@100_diff1(MIRACL) + value: -26.330038284867552 + - type: nAUC_P@100_max(MIRACL) + value: 28.45069413724051 + - type: nAUC_P@100_std(MIRACL) + value: 9.892993775474928 + - type: nAUC_P@10_diff1(MIRACL) + value: -17.436937353231112 + - type: nAUC_P@10_max(MIRACL) + value: 24.327018012947857 + - type: nAUC_P@10_std(MIRACL) + value: 11.78803527706634 + - type: nAUC_P@1_diff1(MIRACL) + value: 19.1388712233292 + - type: nAUC_P@1_max(MIRACL) + value: 10.871900994781642 + - type: nAUC_P@1_std(MIRACL) + value: 3.218568248751811 + - type: nAUC_P@20_diff1(MIRACL) + value: -22.947528755272426 + - type: nAUC_P@20_max(MIRACL) + value: 27.773093471902538 + - type: nAUC_P@20_std(MIRACL) + value: 14.898619107087221 + - type: nAUC_P@3_diff1(MIRACL) + value: 1.4100426412400944 + - type: nAUC_P@3_max(MIRACL) + value: 17.397472872058845 + - type: nAUC_P@3_std(MIRACL) + value: 8.240008229861875 + - type: nAUC_P@5_diff1(MIRACL) + value: -7.971349332207021 + - type: nAUC_P@5_max(MIRACL) + value: 22.198441167940963 + - type: nAUC_P@5_std(MIRACL) + value: 9.00265164460082 + - type: nAUC_Recall@1000_diff1(MIRACL) + value: -38.69835271863148 + - type: nAUC_Recall@1000_max(MIRACL) + value: 50.9545152809108 + - type: nAUC_Recall@1000_std(MIRACL) + value: 20.44270887092116 + - type: nAUC_Recall@100_diff1(MIRACL) + value: -38.69835271863148 + - type: nAUC_Recall@100_max(MIRACL) + value: 50.9545152809108 + - type: nAUC_Recall@100_std(MIRACL) + value: 20.44270887092116 + - type: nAUC_Recall@10_diff1(MIRACL) + value: -0.08109036309433801 + - type: nAUC_Recall@10_max(MIRACL) + value: 12.696619907773568 + - type: nAUC_Recall@10_std(MIRACL) + value: 8.791982704261589 + - type: nAUC_Recall@1_diff1(MIRACL) + value: 28.698973487482206 + - type: nAUC_Recall@1_max(MIRACL) + value: 2.9217687660885034 + - type: nAUC_Recall@1_std(MIRACL) + value: -1.1247408800976524 + - type: nAUC_Recall@20_diff1(MIRACL) + value: -13.312171017942623 + - type: nAUC_Recall@20_max(MIRACL) + value: 24.19847346821666 + - type: nAUC_Recall@20_std(MIRACL) + value: 15.8157702609797 + - type: nAUC_Recall@3_diff1(MIRACL) + value: 16.909128321353343 + - type: nAUC_Recall@3_max(MIRACL) + value: 6.552122731902991 + - type: nAUC_Recall@3_std(MIRACL) + value: 1.9963898223457228 + - type: nAUC_Recall@5_diff1(MIRACL) + value: 9.990292655247721 + - type: nAUC_Recall@5_max(MIRACL) + value: 9.361722273507574 + - type: nAUC_Recall@5_std(MIRACL) + value: 3.270918827854495 + task: + type: Reranking + + - dataset: + config: default + name: MTEB SensitiveTopicsClassification (default) + revision: 416b34a802308eac30e4192afc0ff99bb8dcc7f2 + split: test + type: ai-forever/sensitive-topics-classification + metrics: + - type: accuracy + value: 30.634765625 + - type: f1 + value: 32.647559808678665 + - type: lrap + value: 45.94319661458259 + - type: main_score + value: 30.634765625 + task: + type: MultilabelClassification + - dataset: + config: default + name: MTEB ATEC (default) + revision: 0f319b1142f28d00e055a6770f3f726ae9b7d865 + split: test + type: C-MTEB/ATEC + metrics: + - type: cosine_pearson + value: 47.541497334563296 + - type: cosine_spearman + value: 49.06268944206629 + - type: euclidean_pearson + value: 51.838926748581635 + - type: euclidean_spearman + value: 48.930697157135356 + - type: main_score + value: 49.06268944206629 + - type: manhattan_pearson + value: 51.835306769406365 + - type: manhattan_spearman + value: 48.86135493444834 + - type: pearson + value: 47.541497334563296 + - type: spearman + value: 49.06268944206629 + task: + type: STS + - dataset: + config: default + name: MTEB AllegroReviews (default) + revision: b89853e6de927b0e3bfa8ecc0e56fe4e02ceafc6 + split: test + type: PL-MTEB/allegro-reviews + metrics: + - type: accuracy + value: 49.51292246520874 + - type: f1 + value: 44.14350234332397 + - type: f1_weighted + value: 51.65508998354552 + - type: main_score + value: 49.51292246520874 + task: + type: Classification + - dataset: + config: default + name: MTEB AlloProfClusteringP2P (default) + revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b + split: test + type: lyon-nlp/alloprof + metrics: + - type: main_score + value: 63.883383458621665 + - type: v_measure + value: 63.883383458621665 + - type: v_measure_std + value: 2.693666879958465 + task: + type: Clustering + - dataset: + config: default + name: MTEB 8TagsClustering + revision: None + split: test + type: PL-MTEB/8tags-clustering + metrics: + - type: v_measure + value: 43.657212124525546 + task: + type: Clustering + - dataset: + config: default + name: MTEB AlloProfClusteringS2S (default) + revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b + split: test + type: lyon-nlp/alloprof + metrics: + - type: main_score + value: 46.85924588755251 + - type: v_measure + value: 46.85924588755251 + - type: v_measure_std + value: 2.1918258880872377 + task: + type: Clustering + - dataset: + config: default + name: MTEB AlloprofReranking (default) + revision: e40c8a63ce02da43200eccb5b0846fcaa888f562 + split: test + type: lyon-nlp/mteb-fr-reranking-alloprof-s2p + metrics: + - type: map + value: 66.39013753839347 + - type: mrr + value: 67.68045617786551 + - type: main_score + value: 66.39013753839347 + task: + type: Reranking + - dataset: + config: default + name: MTEB AlloprofRetrieval (default) + revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd + split: test + type: lyon-nlp/alloprof + metrics: + - type: main_score + value: 54.284 + - type: map_at_1 + value: 37.047000000000004 + - type: map_at_10 + value: 48.53 + - type: map_at_100 + value: 49.357 + - type: map_at_1000 + value: 49.39 + - type: map_at_20 + value: 49.064 + - type: map_at_3 + value: 45.675 + - type: map_at_5 + value: 47.441 + - type: mrr_at_1 + value: 37.04663212435233 + - type: mrr_at_10 + value: 48.5300326232969 + - type: mrr_at_100 + value: 49.35708199037581 + - type: mrr_at_1000 + value: 49.39005824603193 + - type: mrr_at_20 + value: 49.06417416464799 + - type: mrr_at_3 + value: 45.67501439263105 + - type: mrr_at_5 + value: 47.44099021301103 + - type: nauc_map_at_1000_diff1 + value: 43.32474221868009 + - type: nauc_map_at_1000_max + value: 39.407334029058575 + - type: nauc_map_at_1000_std + value: -2.3728154448932606 + - type: nauc_map_at_100_diff1 + value: 43.32336300929909 + - type: nauc_map_at_100_max + value: 39.432174777554835 + - type: nauc_map_at_100_std + value: -2.356396922384349 + - type: nauc_map_at_10_diff1 + value: 43.1606520154482 + - type: nauc_map_at_10_max + value: 39.33734650558226 + - type: nauc_map_at_10_std + value: -2.5156222475075256 + - type: nauc_map_at_1_diff1 + value: 46.2178975214499 + - type: nauc_map_at_1_max + value: 36.26173199049361 + - type: nauc_map_at_1_std + value: -3.0897555582816443 + - type: nauc_map_at_20_diff1 + value: 43.272980702916456 + - type: nauc_map_at_20_max + value: 39.4896977052276 + - type: nauc_map_at_20_std + value: -2.3305501742917043 + - type: nauc_map_at_3_diff1 + value: 43.49525042967079 + - type: nauc_map_at_3_max + value: 38.66352501824728 + - type: nauc_map_at_3_std + value: -3.202794391620473 + - type: nauc_map_at_5_diff1 + value: 43.2266692546611 + - type: nauc_map_at_5_max + value: 38.77368661115743 + - type: nauc_map_at_5_std + value: -3.0897532130127954 + - type: nauc_mrr_at_1000_diff1 + value: 43.32474221868009 + - type: nauc_mrr_at_1000_max + value: 39.407334029058575 + - type: nauc_mrr_at_1000_std + value: -2.3728154448932606 + - type: nauc_mrr_at_100_diff1 + value: 43.32336300929909 + - type: nauc_mrr_at_100_max + value: 39.432174777554835 + - type: nauc_mrr_at_100_std + value: -2.356396922384349 + - type: nauc_mrr_at_10_diff1 + value: 43.1606520154482 + - type: nauc_mrr_at_10_max + value: 39.33734650558226 + - type: nauc_mrr_at_10_std + value: -2.5156222475075256 + - type: nauc_mrr_at_1_diff1 + value: 46.2178975214499 + - type: nauc_mrr_at_1_max + value: 36.26173199049361 + - type: nauc_mrr_at_1_std + value: -3.0897555582816443 + - type: nauc_mrr_at_20_diff1 + value: 43.272980702916456 + - type: nauc_mrr_at_20_max + value: 39.4896977052276 + - type: nauc_mrr_at_20_std + value: -2.3305501742917043 + - type: nauc_mrr_at_3_diff1 + value: 43.49525042967079 + - type: nauc_mrr_at_3_max + value: 38.66352501824728 + - type: nauc_mrr_at_3_std + value: -3.202794391620473 + - type: nauc_mrr_at_5_diff1 + value: 43.2266692546611 + - type: nauc_mrr_at_5_max + value: 38.77368661115743 + - type: nauc_mrr_at_5_std + value: -3.0897532130127954 + - type: nauc_ndcg_at_1000_diff1 + value: 43.01903168202974 + - type: nauc_ndcg_at_1000_max + value: 40.75496622942232 + - type: nauc_ndcg_at_1000_std + value: -1.3150412981845496 + - type: nauc_ndcg_at_100_diff1 + value: 42.98016493758145 + - type: nauc_ndcg_at_100_max + value: 41.55869635162325 + - type: nauc_ndcg_at_100_std + value: -0.5355252976886055 + - type: nauc_ndcg_at_10_diff1 + value: 42.218755211347506 + - type: nauc_ndcg_at_10_max + value: 41.305042275175765 + - type: nauc_ndcg_at_10_std + value: -1.4034484444573714 + - type: nauc_ndcg_at_1_diff1 + value: 46.2178975214499 + - type: nauc_ndcg_at_1_max + value: 36.26173199049361 + - type: nauc_ndcg_at_1_std + value: -3.0897555582816443 + - type: nauc_ndcg_at_20_diff1 + value: 42.66574440095576 + - type: nauc_ndcg_at_20_max + value: 42.014620115124515 + - type: nauc_ndcg_at_20_std + value: -0.5176162553751498 + - type: nauc_ndcg_at_3_diff1 + value: 42.837450505106055 + - type: nauc_ndcg_at_3_max + value: 39.525369733082414 + - type: nauc_ndcg_at_3_std + value: -3.1605948245795155 + - type: nauc_ndcg_at_5_diff1 + value: 42.37951815451173 + - type: nauc_ndcg_at_5_max + value: 39.78840132935179 + - type: nauc_ndcg_at_5_std + value: -2.936898430768135 + - type: nauc_precision_at_1000_diff1 + value: 49.69224988612385 + - type: nauc_precision_at_1000_max + value: 79.57897547128005 + - type: nauc_precision_at_1000_std + value: 45.040371354764645 + - type: nauc_precision_at_100_diff1 + value: 42.70597486048422 + - type: nauc_precision_at_100_max + value: 65.74628759606188 + - type: nauc_precision_at_100_std + value: 25.49157745244855 + - type: nauc_precision_at_10_diff1 + value: 38.565609931689345 + - type: nauc_precision_at_10_max + value: 50.0239696180852 + - type: nauc_precision_at_10_std + value: 3.976354829503967 + - type: nauc_precision_at_1_diff1 + value: 46.2178975214499 + - type: nauc_precision_at_1_max + value: 36.26173199049361 + - type: nauc_precision_at_1_std + value: -3.0897555582816443 + - type: nauc_precision_at_20_diff1 + value: 40.4134718566864 + - type: nauc_precision_at_20_max + value: 57.121778108665374 + - type: nauc_precision_at_20_std + value: 11.46021975428544 + - type: nauc_precision_at_3_diff1 + value: 40.90538379461529 + - type: nauc_precision_at_3_max + value: 42.18393248057992 + - type: nauc_precision_at_3_std + value: -3.005249943837297 + - type: nauc_precision_at_5_diff1 + value: 39.60162965860782 + - type: nauc_precision_at_5_max + value: 43.28317158174058 + - type: nauc_precision_at_5_std + value: -2.3469094487738054 + - type: nauc_recall_at_1000_diff1 + value: 49.69224988612252 + - type: nauc_recall_at_1000_max + value: 79.57897547127862 + - type: nauc_recall_at_1000_std + value: 45.04037135476256 + - type: nauc_recall_at_100_diff1 + value: 42.70597486048432 + - type: nauc_recall_at_100_max + value: 65.74628759606213 + - type: nauc_recall_at_100_std + value: 25.491577452448727 + - type: nauc_recall_at_10_diff1 + value: 38.56560993168935 + - type: nauc_recall_at_10_max + value: 50.02396961808522 + - type: nauc_recall_at_10_std + value: 3.9763548295040314 + - type: nauc_recall_at_1_diff1 + value: 46.2178975214499 + - type: nauc_recall_at_1_max + value: 36.26173199049361 + - type: nauc_recall_at_1_std + value: -3.0897555582816443 + - type: nauc_recall_at_20_diff1 + value: 40.41347185668637 + - type: nauc_recall_at_20_max + value: 57.12177810866533 + - type: nauc_recall_at_20_std + value: 11.460219754285431 + - type: nauc_recall_at_3_diff1 + value: 40.90538379461527 + - type: nauc_recall_at_3_max + value: 42.18393248057989 + - type: nauc_recall_at_3_std + value: -3.005249943837297 + - type: nauc_recall_at_5_diff1 + value: 39.601629658607784 + - type: nauc_recall_at_5_max + value: 43.28317158174053 + - type: nauc_recall_at_5_std + value: -2.3469094487738054 + - type: ndcg_at_1 + value: 37.047000000000004 + - type: ndcg_at_10 + value: 54.284 + - type: ndcg_at_100 + value: 58.34 + - type: ndcg_at_1000 + value: 59.303 + - type: ndcg_at_20 + value: 56.235 + - type: ndcg_at_3 + value: 48.503 + - type: ndcg_at_5 + value: 51.686 + - type: precision_at_1 + value: 37.047000000000004 + - type: precision_at_10 + value: 7.237 + - type: precision_at_100 + value: 0.914 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.005 + - type: precision_at_3 + value: 18.898 + - type: precision_at_5 + value: 12.884 + - type: recall_at_1 + value: 37.047000000000004 + - type: recall_at_10 + value: 72.366 + - type: recall_at_100 + value: 91.408 + - type: recall_at_1000 + value: 99.136 + - type: recall_at_20 + value: 80.095 + - type: recall_at_3 + value: 56.693000000000005 + - type: recall_at_5 + value: 64.42099999999999 + task: + type: Retrieval + - dataset: + config: en + name: MTEB AmazonCounterfactualClassification (en) + revision: e8379541af4e31359cca9fbcf4b00f2671dba205 + split: test + type: mteb/amazon_counterfactual + metrics: + - type: accuracy + value: 89.49253731343283 + - type: ap + value: 61.88098616359918 + - type: ap_weighted + value: 61.88098616359918 + - type: f1 + value: 84.76516623679144 + - type: f1_weighted + value: 89.92745276292968 + - type: main_score + value: 89.49253731343283 + task: + type: Classification + - dataset: + config: de + name: MTEB AmazonCounterfactualClassification (de) + revision: e8379541af4e31359cca9fbcf4b00f2671dba205 + split: test + type: mteb/amazon_counterfactual + metrics: + - type: accuracy + value: 89.61456102783727 + - type: ap + value: 93.11816566733742 + - type: ap_weighted + value: 93.11816566733742 + - type: f1 + value: 88.27635757733722 + - type: f1_weighted + value: 89.82581568285453 + - type: main_score + value: 89.61456102783727 + task: + type: Classification + - dataset: + config: default + name: MTEB AmazonPolarityClassification (default) + revision: e2d317d38cd51312af73b3d32a06d1a08b442046 + split: test + type: mteb/amazon_polarity + metrics: + - type: accuracy + value: 95.3825 + - type: ap + value: 93.393033869502 + - type: ap_weighted + value: 93.393033869502 + - type: f1 + value: 95.38109007966307 + - type: f1_weighted + value: 95.38109007966305 + - type: main_score + value: 95.3825 + task: + type: Classification + - dataset: + config: en + name: MTEB AmazonReviewsClassification (en) + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + split: test + type: mteb/amazon_reviews_multi + metrics: + - type: accuracy + value: 49.768 + - type: f1 + value: 48.95084821944411 + - type: f1_weighted + value: 48.9508482194441 + - type: main_score + value: 49.768 + task: + type: Classification + - dataset: + config: de + name: MTEB AmazonReviewsClassification (de) + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + split: test + type: mteb/amazon_reviews_multi + metrics: + - type: accuracy + value: 48.071999999999996 + - type: f1 + value: 47.24171107487612 + - type: f1_weighted + value: 47.24171107487612 + - type: main_score + value: 48.071999999999996 + task: + type: Classification + - dataset: + config: es + name: MTEB AmazonReviewsClassification (es) + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + split: test + type: mteb/amazon_reviews_multi + metrics: + - type: accuracy + value: 48.102000000000004 + - type: f1 + value: 47.27193805278696 + - type: f1_weighted + value: 47.27193805278696 + - type: main_score + value: 48.102000000000004 + task: + type: Classification + - dataset: + config: fr + name: MTEB AmazonReviewsClassification (fr) + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + split: test + type: mteb/amazon_reviews_multi + metrics: + - type: accuracy + value: 47.30800000000001 + - type: f1 + value: 46.41683358017851 + - type: f1_weighted + value: 46.41683358017851 + - type: main_score + value: 47.30800000000001 + task: + type: Classification + - dataset: + config: zh + name: MTEB AmazonReviewsClassification (zh) + revision: 1399c76144fd37290681b995c656ef9b2e06e26d + split: test + type: mteb/amazon_reviews_multi + metrics: + - type: accuracy + value: 44.944 + - type: f1 + value: 44.223824487744395 + - type: f1_weighted + value: 44.22382448774439 + - type: main_score + value: 44.944 + task: + type: Classification + - dataset: + config: default + name: MTEB ArguAna (default) + revision: c22ab2a51041ffd869aaddef7af8d8215647e41a + split: test + type: mteb/arguana + metrics: + - type: map_at_1 + value: 29.232000000000003 + - type: map_at_10 + value: 45.117000000000004 + - type: map_at_100 + value: 45.977000000000004 + - type: map_at_1000 + value: 45.98 + - type: map_at_20 + value: 45.815 + - type: map_at_3 + value: 39.912 + - type: map_at_5 + value: 42.693 + - type: mrr_at_1 + value: 29.659000000000002 + - type: mrr_at_10 + value: 45.253 + - type: mrr_at_100 + value: 46.125 + - type: mrr_at_1000 + value: 46.129 + - type: mrr_at_20 + value: 45.964 + - type: mrr_at_3 + value: 40.043 + - type: mrr_at_5 + value: 42.870000000000005 + - type: ndcg_at_1 + value: 29.232000000000003 + - type: ndcg_at_10 + value: 54.327999999999996 + - type: ndcg_at_100 + value: 57.86 + - type: ndcg_at_1000 + value: 57.935 + - type: ndcg_at_20 + value: 56.794 + - type: ndcg_at_3 + value: 43.516 + - type: ndcg_at_5 + value: 48.512 + - type: precision_at_1 + value: 29.232000000000003 + - type: precision_at_10 + value: 8.393 + - type: precision_at_100 + value: 0.991 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.676 + - type: precision_at_3 + value: 17.994 + - type: precision_at_5 + value: 13.215 + - type: recall_at_1 + value: 29.232000000000003 + - type: recall_at_10 + value: 83.926 + - type: recall_at_100 + value: 99.075 + - type: recall_at_1000 + value: 99.644 + - type: recall_at_20 + value: 93.528 + - type: recall_at_3 + value: 53.983000000000004 + - type: recall_at_5 + value: 66.074 + - type: main_score + value: 54.327999999999996 + task: + type: Retrieval + - dataset: + config: default + name: MTEB ArxivClusteringP2P (default) + revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d + split: test + type: mteb/arxiv-clustering-p2p + metrics: + - type: main_score + value: 46.6636824632419 + - type: v_measure + value: 46.6636824632419 + - type: v_measure_std + value: 13.817129140714963 + task: + type: Clustering + - dataset: + config: default + name: MTEB ArxivClusteringS2S (default) + revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53 + split: test + type: mteb/arxiv-clustering-s2s + metrics: + - type: main_score + value: 39.271141892800024 + - type: v_measure + value: 39.271141892800024 + - type: v_measure_std + value: 14.276782483454827 + task: + type: Clustering + - dataset: + config: default + name: MTEB AskUbuntuDupQuestions (default) + revision: 2000358ca161889fa9c082cb41daa8dcfb161a54 + split: test + type: mteb/askubuntudupquestions-reranking + metrics: + - type: map + value: 65.04363277324629 + - type: mrr + value: 78.2372598162072 + - type: main_score + value: 65.04363277324629 + task: + type: Reranking + - dataset: + config: default + name: MTEB MindSmallReranking (default) + revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69 + split: test + type: mteb/mind_small + metrics: + - type: map + value: 30.83 + - type: main_score + value: 30.83 + task: + type: Reranking + - dataset: + config: default + name: MTEB BIOSSES (default) + revision: d3fb88f8f02e40887cd149695127462bbcf29b4a + split: test + type: mteb/biosses-sts + metrics: + - type: cosine_pearson + value: 88.80382082011027 + - type: cosine_spearman + value: 88.68876782169106 + - type: euclidean_pearson + value: 87.00802890147176 + - type: euclidean_spearman + value: 87.43211268192712 + - type: main_score + value: 88.68876782169106 + - type: manhattan_pearson + value: 87.14062537179474 + - type: manhattan_spearman + value: 87.59115245033443 + - type: pearson + value: 88.80382082011027 + - type: spearman + value: 88.68876782169106 + task: + type: STS + - dataset: + config: default + name: MTEB BQ (default) + revision: e3dda5e115e487b39ec7e618c0c6a29137052a55 + split: test + type: C-MTEB/BQ + metrics: + - type: cosine_pearson + value: 61.588006604878196 + - type: cosine_spearman + value: 63.20615427154465 + - type: euclidean_pearson + value: 61.818547092516496 + - type: euclidean_spearman + value: 63.21558009151778 + - type: main_score + value: 63.20615427154465 + - type: manhattan_pearson + value: 61.665588158487616 + - type: manhattan_spearman + value: 63.051544488238584 + - type: pearson + value: 61.588006604878196 + - type: spearman + value: 63.20615427154465 + task: + type: STS + - dataset: + config: default + name: MTEB BSARDRetrieval (default) + revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59 + split: test + type: maastrichtlawtech/bsard + metrics: + - type: main_score + value: 64.414 + - type: map_at_1 + value: 14.865 + - type: map_at_10 + value: 21.605 + - type: map_at_100 + value: 22.762 + - type: map_at_1000 + value: 22.854 + - type: map_at_20 + value: 22.259999999999998 + - type: map_at_3 + value: 20.119999999999997 + - type: map_at_5 + value: 20.931 + - type: mrr_at_1 + value: 14.864864864864865 + - type: mrr_at_10 + value: 21.605176605176606 + - type: mrr_at_100 + value: 22.7622306460065 + - type: mrr_at_1000 + value: 22.85383406410312 + - type: mrr_at_20 + value: 22.259528463088845 + - type: mrr_at_3 + value: 20.12012012012012 + - type: mrr_at_5 + value: 20.930930930930934 + - type: nauc_map_at_1000_diff1 + value: 17.486265968689338 + - type: nauc_map_at_1000_max + value: 22.736799291688836 + - type: nauc_map_at_1000_std + value: 9.831687441977147 + - type: nauc_map_at_100_diff1 + value: 17.50754492049086 + - type: nauc_map_at_100_max + value: 22.77693662806787 + - type: nauc_map_at_100_std + value: 9.853899509675395 + - type: nauc_map_at_10_diff1 + value: 17.42133968580952 + - type: nauc_map_at_10_max + value: 22.45861793882279 + - type: nauc_map_at_10_std + value: 8.964888472915938 + - type: nauc_map_at_1_diff1 + value: 19.433947086968093 + - type: nauc_map_at_1_max + value: 24.75657047550517 + - type: nauc_map_at_1_std + value: 15.122329157218505 + - type: nauc_map_at_20_diff1 + value: 17.429856756008785 + - type: nauc_map_at_20_max + value: 22.438850987431017 + - type: nauc_map_at_20_std + value: 9.172746012213558 + - type: nauc_map_at_3_diff1 + value: 18.218182689678475 + - type: nauc_map_at_3_max + value: 23.57169444088667 + - type: nauc_map_at_3_std + value: 10.464473559366356 + - type: nauc_map_at_5_diff1 + value: 18.6075342519133 + - type: nauc_map_at_5_max + value: 23.308845973576673 + - type: nauc_map_at_5_std + value: 9.364009996445652 + - type: nauc_mrr_at_1000_diff1 + value: 17.486265968689338 + - type: nauc_mrr_at_1000_max + value: 22.736799291688836 + - type: nauc_mrr_at_1000_std + value: 9.831687441977147 + - type: nauc_mrr_at_100_diff1 + value: 17.50754492049086 + - type: nauc_mrr_at_100_max + value: 22.77693662806787 + - type: nauc_mrr_at_100_std + value: 9.853899509675395 + - type: nauc_mrr_at_10_diff1 + value: 17.42133968580952 + - type: nauc_mrr_at_10_max + value: 22.45861793882279 + - type: nauc_mrr_at_10_std + value: 8.964888472915938 + - type: nauc_mrr_at_1_diff1 + value: 19.433947086968093 + - type: nauc_mrr_at_1_max + value: 24.75657047550517 + - type: nauc_mrr_at_1_std + value: 15.122329157218505 + - type: nauc_mrr_at_20_diff1 + value: 17.429856756008785 + - type: nauc_mrr_at_20_max + value: 22.438850987431017 + - type: nauc_mrr_at_20_std + value: 9.172746012213558 + - type: nauc_mrr_at_3_diff1 + value: 18.218182689678475 + - type: nauc_mrr_at_3_max + value: 23.57169444088667 + - type: nauc_mrr_at_3_std + value: 10.464473559366356 + - type: nauc_mrr_at_5_diff1 + value: 18.6075342519133 + - type: nauc_mrr_at_5_max + value: 23.308845973576673 + - type: nauc_mrr_at_5_std + value: 9.364009996445652 + - type: nauc_ndcg_at_1000_diff1 + value: 16.327871824135745 + - type: nauc_ndcg_at_1000_max + value: 23.308241052911495 + - type: nauc_ndcg_at_1000_std + value: 11.50905911184097 + - type: nauc_ndcg_at_100_diff1 + value: 16.676226744692773 + - type: nauc_ndcg_at_100_max + value: 24.323253721240974 + - type: nauc_ndcg_at_100_std + value: 11.952612443651557 + - type: nauc_ndcg_at_10_diff1 + value: 16.030325121764594 + - type: nauc_ndcg_at_10_max + value: 21.306799242079542 + - type: nauc_ndcg_at_10_std + value: 6.63359364302513 + - type: nauc_ndcg_at_1_diff1 + value: 19.433947086968093 + - type: nauc_ndcg_at_1_max + value: 24.75657047550517 + - type: nauc_ndcg_at_1_std + value: 15.122329157218505 + - type: nauc_ndcg_at_20_diff1 + value: 16.013173605999857 + - type: nauc_ndcg_at_20_max + value: 21.607217260736576 + - type: nauc_ndcg_at_20_std + value: 7.319482417138996 + - type: nauc_ndcg_at_3_diff1 + value: 17.97958548328493 + - type: nauc_ndcg_at_3_max + value: 23.58346522810145 + - type: nauc_ndcg_at_3_std + value: 9.392582854708314 + - type: nauc_ndcg_at_5_diff1 + value: 18.734733324685287 + - type: nauc_ndcg_at_5_max + value: 23.273244317623742 + - type: nauc_ndcg_at_5_std + value: 7.638611545253834 + - type: nauc_precision_at_1000_diff1 + value: 7.919843339380295 + - type: nauc_precision_at_1000_max + value: 31.575386234270486 + - type: nauc_precision_at_1000_std + value: 39.332224386769404 + - type: nauc_precision_at_100_diff1 + value: 15.018050960000052 + - type: nauc_precision_at_100_max + value: 34.98209513759861 + - type: nauc_precision_at_100_std + value: 26.970034484359022 + - type: nauc_precision_at_10_diff1 + value: 12.102191084210922 + - type: nauc_precision_at_10_max + value: 18.112541150340675 + - type: nauc_precision_at_10_std + value: 0.7358784689406018 + - type: nauc_precision_at_1_diff1 + value: 19.433947086968093 + - type: nauc_precision_at_1_max + value: 24.75657047550517 + - type: nauc_precision_at_1_std + value: 15.122329157218505 + - type: nauc_precision_at_20_diff1 + value: 12.018814361204328 + - type: nauc_precision_at_20_max + value: 19.75123746049928 + - type: nauc_precision_at_20_std + value: 3.012204650582264 + - type: nauc_precision_at_3_diff1 + value: 17.41375604940955 + - type: nauc_precision_at_3_max + value: 23.699834627021037 + - type: nauc_precision_at_3_std + value: 6.793486779050103 + - type: nauc_precision_at_5_diff1 + value: 19.194631963780257 + - type: nauc_precision_at_5_max + value: 23.31708702442155 + - type: nauc_precision_at_5_std + value: 3.4591358279667332 + - type: nauc_recall_at_1000_diff1 + value: 7.919843339380378 + - type: nauc_recall_at_1000_max + value: 31.57538623427063 + - type: nauc_recall_at_1000_std + value: 39.332224386769546 + - type: nauc_recall_at_100_diff1 + value: 15.018050960000085 + - type: nauc_recall_at_100_max + value: 34.9820951375986 + - type: nauc_recall_at_100_std + value: 26.97003448435901 + - type: nauc_recall_at_10_diff1 + value: 12.102191084210837 + - type: nauc_recall_at_10_max + value: 18.112541150340594 + - type: nauc_recall_at_10_std + value: 0.7358784689405188 + - type: nauc_recall_at_1_diff1 + value: 19.433947086968093 + - type: nauc_recall_at_1_max + value: 24.75657047550517 + - type: nauc_recall_at_1_std + value: 15.122329157218505 + - type: nauc_recall_at_20_diff1 + value: 12.01881436120429 + - type: nauc_recall_at_20_max + value: 19.751237460499222 + - type: nauc_recall_at_20_std + value: 3.0122046505822135 + - type: nauc_recall_at_3_diff1 + value: 17.413756049409503 + - type: nauc_recall_at_3_max + value: 23.699834627020998 + - type: nauc_recall_at_3_std + value: 6.793486779050083 + - type: nauc_recall_at_5_diff1 + value: 19.194631963780203 + - type: nauc_recall_at_5_max + value: 23.3170870244215 + - type: nauc_recall_at_5_std + value: 3.459135827966664 + - type: ndcg_at_1 + value: 14.865 + - type: ndcg_at_10 + value: 24.764 + - type: ndcg_at_100 + value: 30.861 + - type: ndcg_at_1000 + value: 33.628 + - type: ndcg_at_20 + value: 27.078000000000003 + - type: ndcg_at_3 + value: 21.675 + - type: ndcg_at_5 + value: 23.148 + - type: precision_at_1 + value: 14.865 + - type: precision_at_10 + value: 3.4680000000000004 + - type: precision_at_100 + value: 0.644 + - type: precision_at_1000 + value: 0.087 + - type: precision_at_20 + value: 2.185 + - type: precision_at_3 + value: 8.709 + - type: precision_at_5 + value: 5.946 + - type: recall_at_1 + value: 14.865 + - type: recall_at_10 + value: 34.685 + - type: recall_at_100 + value: 64.414 + - type: recall_at_1000 + value: 86.937 + - type: recall_at_20 + value: 43.694 + - type: recall_at_3 + value: 26.125999999999998 + - type: recall_at_5 + value: 29.73 + task: + type: Retrieval + - dataset: + config: default + name: MTEB Banking77Classification (default) + revision: 0fd18e25b25c072e09e0d92ab615fda904d66300 + split: test + type: mteb/banking77 + metrics: + - type: accuracy + value: 84.08116883116882 + - type: f1 + value: 84.05587055990273 + - type: f1_weighted + value: 84.05587055990274 + - type: main_score + value: 84.08116883116882 + task: + type: Classification + - dataset: + config: default + name: MTEB BiorxivClusteringP2P (default) + revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40 + split: test + type: mteb/biorxiv-clustering-p2p + metrics: + - type: main_score + value: 38.1941007822277 + - type: v_measure + value: 38.1941007822277 + - type: v_measure_std + value: 0.7502113547288178 + task: + type: Clustering + - dataset: + config: default + name: MTEB BiorxivClusteringS2S (default) + revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908 + split: test + type: mteb/biorxiv-clustering-s2s + metrics: + - type: main_score + value: 34.42075599178318 + - type: v_measure + value: 34.42075599178318 + - type: v_measure_std + value: 0.600256720497283 + task: + type: Clustering + - dataset: + config: default + name: MTEB BlurbsClusteringP2P (default) + revision: a2dd5b02a77de3466a3eaa98ae586b5610314496 + split: test + type: slvnwhrl/blurbs-clustering-p2p + metrics: + - type: main_score + value: 41.634627363047265 + - type: v_measure + value: 41.634627363047265 + - type: v_measure_std + value: 9.726923191225307 + task: + type: Clustering + - dataset: + config: default + name: MTEB BlurbsClusteringS2S (default) + revision: 22793b6a6465bf00120ad525e38c51210858132c + split: test + type: slvnwhrl/blurbs-clustering-s2s + metrics: + - type: main_score + value: 20.996468295584197 + - type: v_measure + value: 20.996468295584197 + - type: v_measure_std + value: 9.225766688272197 + task: + type: Clustering + - dataset: + config: default + name: MTEB CBD (default) + revision: 36ddb419bcffe6a5374c3891957912892916f28d + split: test + type: PL-MTEB/cbd + metrics: + - type: accuracy + value: 69.99 + - type: ap + value: 22.57826353116948 + - type: ap_weighted + value: 22.57826353116948 + - type: f1 + value: 59.04574955548393 + - type: f1_weighted + value: 74.36235022309789 + - type: main_score + value: 69.99 + task: + type: Classification + - dataset: + config: default + name: MTEB CDSC-E (default) + revision: 0a3d4aa409b22f80eb22cbf59b492637637b536d + split: test + type: PL-MTEB/cdsce-pairclassification + metrics: + - type: cosine_accuracy + value: 88.7 + - type: cosine_accuracy_threshold + value: 97.37848043441772 + - type: cosine_ap + value: 73.0405088928302 + - type: cosine_f1 + value: 63.52201257861635 + - type: cosine_f1_threshold + value: 96.98888063430786 + - type: cosine_precision + value: 78.90625 + - type: cosine_recall + value: 53.1578947368421 + - type: dot_accuracy + value: 84.89999999999999 + - type: dot_accuracy_threshold + value: 43603.09753417969 + - type: dot_ap + value: 56.98157569085279 + - type: dot_f1 + value: 57.606490872210955 + - type: dot_f1_threshold + value: 40406.23779296875 + - type: dot_precision + value: 46.864686468646866 + - type: dot_recall + value: 74.73684210526315 + - type: euclidean_accuracy + value: 88.5 + - type: euclidean_accuracy_threshold + value: 498.0483055114746 + - type: euclidean_ap + value: 72.97328234816734 + - type: euclidean_f1 + value: 63.722397476340696 + - type: euclidean_f1_threshold + value: 508.6186408996582 + - type: euclidean_precision + value: 79.52755905511812 + - type: euclidean_recall + value: 53.1578947368421 + - type: main_score + value: 73.0405088928302 + - type: manhattan_accuracy + value: 88.6 + - type: manhattan_accuracy_threshold + value: 12233.079528808594 + - type: manhattan_ap + value: 72.92148503992615 + - type: manhattan_f1 + value: 63.69426751592356 + - type: manhattan_f1_threshold + value: 12392.754364013672 + - type: manhattan_precision + value: 80.64516129032258 + - type: manhattan_recall + value: 52.63157894736842 + - type: max_accuracy + value: 88.7 + - type: max_ap + value: 73.0405088928302 + - type: max_f1 + value: 63.722397476340696 + - type: max_precision + value: 80.64516129032258 + - type: max_recall + value: 74.73684210526315 + - type: similarity_accuracy + value: 88.7 + - type: similarity_accuracy_threshold + value: 97.37848043441772 + - type: similarity_ap + value: 73.0405088928302 + - type: similarity_f1 + value: 63.52201257861635 + - type: similarity_f1_threshold + value: 96.98888063430786 + - type: similarity_precision + value: 78.90625 + - type: similarity_recall + value: 53.1578947368421 + task: + type: PairClassification + - dataset: + config: default + name: MTEB CDSC-R (default) + revision: 1cd6abbb00df7d14be3dbd76a7dcc64b3a79a7cd + split: test + type: PL-MTEB/cdscr-sts + metrics: + - type: cosine_pearson + value: 92.97492495289738 + - type: cosine_spearman + value: 92.63248098608472 + - type: euclidean_pearson + value: 92.04712487782031 + - type: euclidean_spearman + value: 92.19679486755008 + - type: main_score + value: 92.63248098608472 + - type: manhattan_pearson + value: 92.0101187740438 + - type: manhattan_spearman + value: 92.20926859332754 + - type: pearson + value: 92.97492495289738 + - type: spearman + value: 92.63248098608472 + task: + type: STS + - dataset: + config: default + name: MTEB CLSClusteringP2P (default) + revision: 4b6227591c6c1a73bc76b1055f3b7f3588e72476 + split: test + type: C-MTEB/CLSClusteringP2P + metrics: + - type: main_score + value: 39.96377851800628 + - type: v_measure + value: 39.96377851800628 + - type: v_measure_std + value: 0.9793033243093288 + task: + type: Clustering + - dataset: + config: default + name: MTEB CLSClusteringS2S (default) + revision: e458b3f5414b62b7f9f83499ac1f5497ae2e869f + split: test + type: C-MTEB/CLSClusteringS2S + metrics: + - type: main_score + value: 38.788850224595784 + - type: v_measure + value: 38.788850224595784 + - type: v_measure_std + value: 1.0712604145916924 + task: + type: Clustering + - dataset: + config: default + name: MTEB CMedQAv1 + revision: 8d7f1e942507dac42dc58017c1a001c3717da7df + split: test + type: C-MTEB/CMedQAv1-reranking + metrics: + - type: map + value: 77.95952507806115 + - type: mrr + value: 80.8643253968254 + - type: main_score + value: 77.95952507806115 + task: + type: Reranking + - dataset: + config: default + name: MTEB CMedQAv2 + revision: 23d186750531a14a0357ca22cd92d712fd512ea0 + split: test + type: C-MTEB/CMedQAv2-reranking + metrics: + - type: map + value: 78.21522500165045 + - type: mrr + value: 81.28194444444443 + - type: main_score + value: 78.21522500165045 + task: + type: Reranking + - dataset: + config: default + name: MTEB CQADupstackAndroidRetrieval (default) + revision: f46a197baaae43b4f621051089b82a364682dfeb + split: test + type: mteb/cqadupstack-android + metrics: + - type: map_at_1 + value: 33.377 + - type: map_at_10 + value: 46.371 + - type: map_at_100 + value: 47.829 + - type: map_at_1000 + value: 47.94 + - type: map_at_20 + value: 47.205000000000005 + - type: map_at_3 + value: 42.782 + - type: map_at_5 + value: 44.86 + - type: mrr_at_1 + value: 41.345 + - type: mrr_at_10 + value: 52.187 + - type: mrr_at_100 + value: 52.893 + - type: mrr_at_1000 + value: 52.929 + - type: mrr_at_20 + value: 52.637 + - type: mrr_at_3 + value: 49.714000000000006 + - type: mrr_at_5 + value: 51.373000000000005 + - type: ndcg_at_1 + value: 41.345 + - type: ndcg_at_10 + value: 52.946000000000005 + - type: ndcg_at_100 + value: 57.92699999999999 + - type: ndcg_at_1000 + value: 59.609 + - type: ndcg_at_20 + value: 54.900999999999996 + - type: ndcg_at_3 + value: 48.357 + - type: ndcg_at_5 + value: 50.739000000000004 + - type: precision_at_1 + value: 41.345 + - type: precision_at_10 + value: 10.186 + - type: precision_at_100 + value: 1.554 + - type: precision_at_1000 + value: 0.2 + - type: precision_at_20 + value: 5.959 + - type: precision_at_3 + value: 23.796 + - type: precision_at_5 + value: 17.024 + - type: recall_at_1 + value: 33.377 + - type: recall_at_10 + value: 65.067 + - type: recall_at_100 + value: 86.04899999999999 + - type: recall_at_1000 + value: 96.54899999999999 + - type: recall_at_20 + value: 72.071 + - type: recall_at_3 + value: 51.349999999999994 + - type: recall_at_5 + value: 58.41 + - type: main_score + value: 52.946000000000005 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackEnglishRetrieval (default) + revision: ad9991cb51e31e31e430383c75ffb2885547b5f0 + split: test + type: mteb/cqadupstack-english + metrics: + - type: map_at_1 + value: 31.097 + - type: map_at_10 + value: 42.183 + - type: map_at_100 + value: 43.580999999999996 + - type: map_at_1000 + value: 43.718 + - type: map_at_20 + value: 42.921 + - type: map_at_3 + value: 38.963 + - type: map_at_5 + value: 40.815 + - type: mrr_at_1 + value: 39.745000000000005 + - type: mrr_at_10 + value: 48.736000000000004 + - type: mrr_at_100 + value: 49.405 + - type: mrr_at_1000 + value: 49.452 + - type: mrr_at_20 + value: 49.118 + - type: mrr_at_3 + value: 46.497 + - type: mrr_at_5 + value: 47.827999999999996 + - type: ndcg_at_1 + value: 39.745000000000005 + - type: ndcg_at_10 + value: 48.248000000000005 + - type: ndcg_at_100 + value: 52.956 + - type: ndcg_at_1000 + value: 54.99699999999999 + - type: ndcg_at_20 + value: 50.01 + - type: ndcg_at_3 + value: 43.946000000000005 + - type: ndcg_at_5 + value: 46.038000000000004 + - type: precision_at_1 + value: 39.745000000000005 + - type: precision_at_10 + value: 9.229 + - type: precision_at_100 + value: 1.5070000000000001 + - type: precision_at_1000 + value: 0.199 + - type: precision_at_20 + value: 5.489999999999999 + - type: precision_at_3 + value: 21.38 + - type: precision_at_5 + value: 15.274 + - type: recall_at_1 + value: 31.097 + - type: recall_at_10 + value: 58.617 + - type: recall_at_100 + value: 78.55199999999999 + - type: recall_at_1000 + value: 91.13900000000001 + - type: recall_at_20 + value: 64.92 + - type: recall_at_3 + value: 45.672000000000004 + - type: recall_at_5 + value: 51.669 + - type: main_score + value: 48.248000000000005 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackGamingRetrieval (default) + revision: 4885aa143210c98657558c04aaf3dc47cfb54340 + split: test + type: mteb/cqadupstack-gaming + metrics: + - type: map_at_1 + value: 39.745000000000005 + - type: map_at_10 + value: 52.063 + - type: map_at_100 + value: 53.077 + - type: map_at_1000 + value: 53.13 + - type: map_at_20 + value: 52.66 + - type: map_at_3 + value: 48.662 + - type: map_at_5 + value: 50.507000000000005 + - type: mrr_at_1 + value: 45.391999999999996 + - type: mrr_at_10 + value: 55.528 + - type: mrr_at_100 + value: 56.16100000000001 + - type: mrr_at_1000 + value: 56.192 + - type: mrr_at_20 + value: 55.923 + - type: mrr_at_3 + value: 52.93600000000001 + - type: mrr_at_5 + value: 54.435 + - type: ndcg_at_1 + value: 45.391999999999996 + - type: ndcg_at_10 + value: 58.019 + - type: ndcg_at_100 + value: 61.936 + - type: ndcg_at_1000 + value: 63.015 + - type: ndcg_at_20 + value: 59.691 + - type: ndcg_at_3 + value: 52.294 + - type: ndcg_at_5 + value: 55.017 + - type: precision_at_1 + value: 45.391999999999996 + - type: precision_at_10 + value: 9.386 + - type: precision_at_100 + value: 1.232 + - type: precision_at_1000 + value: 0.136 + - type: precision_at_20 + value: 5.223 + - type: precision_at_3 + value: 23.177 + - type: precision_at_5 + value: 15.9 + - type: recall_at_1 + value: 39.745000000000005 + - type: recall_at_10 + value: 72.08099999999999 + - type: recall_at_100 + value: 88.85300000000001 + - type: recall_at_1000 + value: 96.569 + - type: recall_at_20 + value: 78.203 + - type: recall_at_3 + value: 56.957 + - type: recall_at_5 + value: 63.63100000000001 + - type: main_score + value: 58.019 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackGisRetrieval (default) + revision: 5003b3064772da1887988e05400cf3806fe491f2 + split: test + type: mteb/cqadupstack-gis + metrics: + - type: map_at_1 + value: 26.651999999999997 + - type: map_at_10 + value: 35.799 + - type: map_at_100 + value: 36.846000000000004 + - type: map_at_1000 + value: 36.931000000000004 + - type: map_at_20 + value: 36.341 + - type: map_at_3 + value: 32.999 + - type: map_at_5 + value: 34.597 + - type: mrr_at_1 + value: 28.814 + - type: mrr_at_10 + value: 37.869 + - type: mrr_at_100 + value: 38.728 + - type: mrr_at_1000 + value: 38.795 + - type: mrr_at_20 + value: 38.317 + - type: mrr_at_3 + value: 35.235 + - type: mrr_at_5 + value: 36.738 + - type: ndcg_at_1 + value: 28.814 + - type: ndcg_at_10 + value: 41.028 + - type: ndcg_at_100 + value: 46.162 + - type: ndcg_at_1000 + value: 48.15 + - type: ndcg_at_20 + value: 42.824 + - type: ndcg_at_3 + value: 35.621 + - type: ndcg_at_5 + value: 38.277 + - type: precision_at_1 + value: 28.814 + - type: precision_at_10 + value: 6.361999999999999 + - type: precision_at_100 + value: 0.9450000000000001 + - type: precision_at_1000 + value: 0.11399999999999999 + - type: precision_at_20 + value: 3.6159999999999997 + - type: precision_at_3 + value: 15.140999999999998 + - type: precision_at_5 + value: 10.712000000000002 + - type: recall_at_1 + value: 26.651999999999997 + - type: recall_at_10 + value: 55.038 + - type: recall_at_100 + value: 78.806 + - type: recall_at_1000 + value: 93.485 + - type: recall_at_20 + value: 61.742 + - type: recall_at_3 + value: 40.682 + - type: recall_at_5 + value: 46.855000000000004 + - type: main_score + value: 41.028 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackMathematicaRetrieval (default) + revision: 90fceea13679c63fe563ded68f3b6f06e50061de + split: test + type: mteb/cqadupstack-mathematica + metrics: + - type: map_at_1 + value: 17.627000000000002 + - type: map_at_10 + value: 26.436999999999998 + - type: map_at_100 + value: 27.85 + - type: map_at_1000 + value: 27.955999999999996 + - type: map_at_20 + value: 27.233 + - type: map_at_3 + value: 23.777 + - type: map_at_5 + value: 25.122 + - type: mrr_at_1 + value: 22.387999999999998 + - type: mrr_at_10 + value: 31.589 + - type: mrr_at_100 + value: 32.641999999999996 + - type: mrr_at_1000 + value: 32.696999999999996 + - type: mrr_at_20 + value: 32.201 + - type: mrr_at_3 + value: 28.98 + - type: mrr_at_5 + value: 30.342000000000002 + - type: ndcg_at_1 + value: 22.387999999999998 + - type: ndcg_at_10 + value: 32.129999999999995 + - type: ndcg_at_100 + value: 38.562999999999995 + - type: ndcg_at_1000 + value: 40.903 + - type: ndcg_at_20 + value: 34.652 + - type: ndcg_at_3 + value: 27.26 + - type: ndcg_at_5 + value: 29.235 + - type: precision_at_1 + value: 22.387999999999998 + - type: precision_at_10 + value: 5.970000000000001 + - type: precision_at_100 + value: 1.068 + - type: precision_at_1000 + value: 0.13899999999999998 + - type: precision_at_20 + value: 3.6999999999999997 + - type: precision_at_3 + value: 13.267000000000001 + - type: precision_at_5 + value: 9.403 + - type: recall_at_1 + value: 17.627000000000002 + - type: recall_at_10 + value: 44.71 + - type: recall_at_100 + value: 72.426 + - type: recall_at_1000 + value: 88.64699999999999 + - type: recall_at_20 + value: 53.65 + - type: recall_at_3 + value: 30.989 + - type: recall_at_5 + value: 36.237 + - type: main_score + value: 32.129999999999995 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackPhysicsRetrieval (default) + revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4 + split: test + type: mteb/cqadupstack-physics + metrics: + - type: map_at_1 + value: 30.891000000000002 + - type: map_at_10 + value: 41.519 + - type: map_at_100 + value: 42.896 + - type: map_at_1000 + value: 42.992999999999995 + - type: map_at_20 + value: 42.287 + - type: map_at_3 + value: 37.822 + - type: map_at_5 + value: 39.976 + - type: mrr_at_1 + value: 37.921 + - type: mrr_at_10 + value: 47.260999999999996 + - type: mrr_at_100 + value: 48.044 + - type: mrr_at_1000 + value: 48.08 + - type: mrr_at_20 + value: 47.699999999999996 + - type: mrr_at_3 + value: 44.513999999999996 + - type: mrr_at_5 + value: 46.064 + - type: ndcg_at_1 + value: 37.921 + - type: ndcg_at_10 + value: 47.806 + - type: ndcg_at_100 + value: 53.274 + - type: ndcg_at_1000 + value: 55.021 + - type: ndcg_at_20 + value: 49.973 + - type: ndcg_at_3 + value: 42.046 + - type: ndcg_at_5 + value: 44.835 + - type: precision_at_1 + value: 37.921 + - type: precision_at_10 + value: 8.767999999999999 + - type: precision_at_100 + value: 1.353 + - type: precision_at_1000 + value: 0.168 + - type: precision_at_20 + value: 5.135 + - type: precision_at_3 + value: 20.051 + - type: precision_at_5 + value: 14.398 + - type: recall_at_1 + value: 30.891000000000002 + - type: recall_at_10 + value: 60.897999999999996 + - type: recall_at_100 + value: 83.541 + - type: recall_at_1000 + value: 94.825 + - type: recall_at_20 + value: 68.356 + - type: recall_at_3 + value: 44.65 + - type: recall_at_5 + value: 51.919000000000004 + - type: main_score + value: 47.806 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackProgrammersRetrieval (default) + revision: 6184bc1440d2dbc7612be22b50686b8826d22b32 + split: test + type: mteb/cqadupstack-programmers + metrics: + - type: map_at_1 + value: 27.654 + - type: map_at_10 + value: 38.025999999999996 + - type: map_at_100 + value: 39.425 + - type: map_at_1000 + value: 39.528 + - type: map_at_20 + value: 38.838 + - type: map_at_3 + value: 34.745 + - type: map_at_5 + value: 36.537 + - type: mrr_at_1 + value: 34.018 + - type: mrr_at_10 + value: 43.314 + - type: mrr_at_100 + value: 44.283 + - type: mrr_at_1000 + value: 44.327 + - type: mrr_at_20 + value: 43.929 + - type: mrr_at_3 + value: 40.868 + - type: mrr_at_5 + value: 42.317 + - type: ndcg_at_1 + value: 34.018 + - type: ndcg_at_10 + value: 43.887 + - type: ndcg_at_100 + value: 49.791000000000004 + - type: ndcg_at_1000 + value: 51.834 + - type: ndcg_at_20 + value: 46.376 + - type: ndcg_at_3 + value: 38.769999999999996 + - type: ndcg_at_5 + value: 41.144 + - type: precision_at_1 + value: 34.018 + - type: precision_at_10 + value: 8.001999999999999 + - type: precision_at_100 + value: 1.2630000000000001 + - type: precision_at_1000 + value: 0.16 + - type: precision_at_20 + value: 4.737 + - type: precision_at_3 + value: 18.417 + - type: precision_at_5 + value: 13.150999999999998 + - type: recall_at_1 + value: 27.654 + - type: recall_at_10 + value: 56.111 + - type: recall_at_100 + value: 81.136 + - type: recall_at_1000 + value: 94.788 + - type: recall_at_20 + value: 65.068 + - type: recall_at_3 + value: 41.713 + - type: recall_at_5 + value: 48.106 + - type: main_score + value: 43.887 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackRetrieval (default) + revision: CQADupstackRetrieval_is_a_combined_dataset + split: test + type: CQADupstackRetrieval_is_a_combined_dataset + metrics: + - type: main_score + value: 42.58858333333333 + - type: ndcg_at_10 + value: 42.58858333333333 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackStatsRetrieval (default) + revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a + split: test + type: mteb/cqadupstack-stats + metrics: + - type: map_at_1 + value: 24.501 + - type: map_at_10 + value: 32.814 + - type: map_at_100 + value: 33.754 + - type: map_at_1000 + value: 33.859 + - type: map_at_20 + value: 33.324 + - type: map_at_3 + value: 30.758000000000003 + - type: map_at_5 + value: 31.936999999999998 + - type: mrr_at_1 + value: 27.761000000000003 + - type: mrr_at_10 + value: 35.662 + - type: mrr_at_100 + value: 36.443999999999996 + - type: mrr_at_1000 + value: 36.516999999999996 + - type: mrr_at_20 + value: 36.085 + - type: mrr_at_3 + value: 33.742 + - type: mrr_at_5 + value: 34.931 + - type: ndcg_at_1 + value: 27.761000000000003 + - type: ndcg_at_10 + value: 37.208000000000006 + - type: ndcg_at_100 + value: 41.839 + - type: ndcg_at_1000 + value: 44.421 + - type: ndcg_at_20 + value: 38.917 + - type: ndcg_at_3 + value: 33.544000000000004 + - type: ndcg_at_5 + value: 35.374 + - type: precision_at_1 + value: 27.761000000000003 + - type: precision_at_10 + value: 5.92 + - type: precision_at_100 + value: 0.899 + - type: precision_at_1000 + value: 0.12 + - type: precision_at_20 + value: 3.4130000000000003 + - type: precision_at_3 + value: 15.031 + - type: precision_at_5 + value: 10.306999999999999 + - type: recall_at_1 + value: 24.501 + - type: recall_at_10 + value: 47.579 + - type: recall_at_100 + value: 69.045 + - type: recall_at_1000 + value: 88.032 + - type: recall_at_20 + value: 54.125 + - type: recall_at_3 + value: 37.202 + - type: recall_at_5 + value: 41.927 + - type: main_score + value: 37.208000000000006 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackTexRetrieval (default) + revision: 46989137a86843e03a6195de44b09deda022eec7 + split: test + type: mteb/cqadupstack-tex + metrics: + - type: map_at_1 + value: 18.29 + - type: map_at_10 + value: 26.183 + - type: map_at_100 + value: 27.351999999999997 + - type: map_at_1000 + value: 27.483999999999998 + - type: map_at_20 + value: 26.798 + - type: map_at_3 + value: 23.629 + - type: map_at_5 + value: 24.937 + - type: mrr_at_1 + value: 22.299 + - type: mrr_at_10 + value: 30.189 + - type: mrr_at_100 + value: 31.098 + - type: mrr_at_1000 + value: 31.177 + - type: mrr_at_20 + value: 30.697000000000003 + - type: mrr_at_3 + value: 27.862 + - type: mrr_at_5 + value: 29.066 + - type: ndcg_at_1 + value: 22.299 + - type: ndcg_at_10 + value: 31.202 + - type: ndcg_at_100 + value: 36.617 + - type: ndcg_at_1000 + value: 39.544000000000004 + - type: ndcg_at_20 + value: 33.177 + - type: ndcg_at_3 + value: 26.639000000000003 + - type: ndcg_at_5 + value: 28.526 + - type: precision_at_1 + value: 22.299 + - type: precision_at_10 + value: 5.8020000000000005 + - type: precision_at_100 + value: 1.0070000000000001 + - type: precision_at_1000 + value: 0.14400000000000002 + - type: precision_at_20 + value: 3.505 + - type: precision_at_3 + value: 12.698 + - type: precision_at_5 + value: 9.174 + - type: recall_at_1 + value: 18.29 + - type: recall_at_10 + value: 42.254999999999995 + - type: recall_at_100 + value: 66.60000000000001 + - type: recall_at_1000 + value: 87.31400000000001 + - type: recall_at_20 + value: 49.572 + - type: recall_at_3 + value: 29.342000000000002 + - type: recall_at_5 + value: 34.221000000000004 + - type: main_score + value: 31.202 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackUnixRetrieval (default) + revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53 + split: test + type: mteb/cqadupstack-unix + metrics: + - type: map_at_1 + value: 27.722 + - type: map_at_10 + value: 37.698 + - type: map_at_100 + value: 38.899 + - type: map_at_1000 + value: 38.998 + - type: map_at_20 + value: 38.381 + - type: map_at_3 + value: 34.244 + - type: map_at_5 + value: 36.295 + - type: mrr_at_1 + value: 32.183 + - type: mrr_at_10 + value: 41.429 + - type: mrr_at_100 + value: 42.308 + - type: mrr_at_1000 + value: 42.358000000000004 + - type: mrr_at_20 + value: 41.957 + - type: mrr_at_3 + value: 38.401999999999994 + - type: mrr_at_5 + value: 40.294999999999995 + - type: ndcg_at_1 + value: 32.183 + - type: ndcg_at_10 + value: 43.519000000000005 + - type: ndcg_at_100 + value: 48.786 + - type: ndcg_at_1000 + value: 50.861999999999995 + - type: ndcg_at_20 + value: 45.654 + - type: ndcg_at_3 + value: 37.521 + - type: ndcg_at_5 + value: 40.615 + - type: precision_at_1 + value: 32.183 + - type: precision_at_10 + value: 7.603 + - type: precision_at_100 + value: 1.135 + - type: precision_at_1000 + value: 0.14200000000000002 + - type: precision_at_20 + value: 4.408 + - type: precision_at_3 + value: 17.071 + - type: precision_at_5 + value: 12.668 + - type: recall_at_1 + value: 27.722 + - type: recall_at_10 + value: 57.230000000000004 + - type: recall_at_100 + value: 79.97999999999999 + - type: recall_at_1000 + value: 94.217 + - type: recall_at_20 + value: 64.864 + - type: recall_at_3 + value: 41.215 + - type: recall_at_5 + value: 48.774 + - type: main_score + value: 43.519000000000005 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackWebmastersRetrieval (default) + revision: 160c094312a0e1facb97e55eeddb698c0abe3571 + split: test + type: mteb/cqadupstack-webmasters + metrics: + - type: map_at_1 + value: 25.852999999999998 + - type: map_at_10 + value: 35.394999999999996 + - type: map_at_100 + value: 37.291999999999994 + - type: map_at_1000 + value: 37.495 + - type: map_at_20 + value: 36.372 + - type: map_at_3 + value: 32.336 + - type: map_at_5 + value: 34.159 + - type: mrr_at_1 + value: 31.818 + - type: mrr_at_10 + value: 40.677 + - type: mrr_at_100 + value: 41.728 + - type: mrr_at_1000 + value: 41.778 + - type: mrr_at_20 + value: 41.301 + - type: mrr_at_3 + value: 38.208 + - type: mrr_at_5 + value: 39.592 + - type: ndcg_at_1 + value: 31.818 + - type: ndcg_at_10 + value: 41.559000000000005 + - type: ndcg_at_100 + value: 48.012 + - type: ndcg_at_1000 + value: 50.234 + - type: ndcg_at_20 + value: 44.15 + - type: ndcg_at_3 + value: 36.918 + - type: ndcg_at_5 + value: 39.227000000000004 + - type: precision_at_1 + value: 31.818 + - type: precision_at_10 + value: 8.043 + - type: precision_at_100 + value: 1.625 + - type: precision_at_1000 + value: 0.245 + - type: precision_at_20 + value: 5.2170000000000005 + - type: precision_at_3 + value: 17.655 + - type: precision_at_5 + value: 12.845999999999998 + - type: recall_at_1 + value: 25.852999999999998 + - type: recall_at_10 + value: 53.093 + - type: recall_at_100 + value: 81.05799999999999 + - type: recall_at_1000 + value: 94.657 + - type: recall_at_20 + value: 62.748000000000005 + - type: recall_at_3 + value: 39.300000000000004 + - type: recall_at_5 + value: 45.754 + - type: main_score + value: 41.559000000000005 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CQADupstackWordpressRetrieval (default) + revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4 + split: test + type: mteb/cqadupstack-wordpress + metrics: + - type: map_at_1 + value: 19.23 + - type: map_at_10 + value: 28.128999999999998 + - type: map_at_100 + value: 29.195 + - type: map_at_1000 + value: 29.310000000000002 + - type: map_at_20 + value: 28.713 + - type: map_at_3 + value: 25.191000000000003 + - type: map_at_5 + value: 26.69 + - type: mrr_at_1 + value: 21.257 + - type: mrr_at_10 + value: 30.253999999999998 + - type: mrr_at_100 + value: 31.195 + - type: mrr_at_1000 + value: 31.270999999999997 + - type: mrr_at_20 + value: 30.747999999999998 + - type: mrr_at_3 + value: 27.633999999999997 + - type: mrr_at_5 + value: 28.937 + - type: ndcg_at_1 + value: 21.257 + - type: ndcg_at_10 + value: 33.511 + - type: ndcg_at_100 + value: 38.733000000000004 + - type: ndcg_at_1000 + value: 41.489 + - type: ndcg_at_20 + value: 35.476 + - type: ndcg_at_3 + value: 27.845 + - type: ndcg_at_5 + value: 30.264999999999997 + - type: precision_at_1 + value: 21.257 + - type: precision_at_10 + value: 5.619 + - type: precision_at_100 + value: 0.893 + - type: precision_at_1000 + value: 0.124 + - type: precision_at_20 + value: 3.29 + - type: precision_at_3 + value: 12.508 + - type: precision_at_5 + value: 8.946 + - type: recall_at_1 + value: 19.23 + - type: recall_at_10 + value: 48.185 + - type: recall_at_100 + value: 71.932 + - type: recall_at_1000 + value: 92.587 + - type: recall_at_20 + value: 55.533 + - type: recall_at_3 + value: 32.865 + - type: recall_at_5 + value: 38.577 + - type: main_score + value: 33.511 + task: + type: Retrieval + - dataset: + config: default + name: MTEB ClimateFEVER (default) + revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380 + split: test + type: mteb/climate-fever + metrics: + - type: map_at_1 + value: 19.594 + - type: map_at_10 + value: 32.519 + - type: map_at_100 + value: 34.1 + - type: map_at_1000 + value: 34.263 + - type: map_at_20 + value: 33.353 + - type: map_at_3 + value: 27.898 + - type: map_at_5 + value: 30.524 + - type: mrr_at_1 + value: 46.515 + - type: mrr_at_10 + value: 56.958 + - type: mrr_at_100 + value: 57.54899999999999 + - type: mrr_at_1000 + value: 57.574999999999996 + - type: mrr_at_20 + value: 57.315000000000005 + - type: mrr_at_3 + value: 54.852999999999994 + - type: mrr_at_5 + value: 56.153 + - type: ndcg_at_1 + value: 46.515 + - type: ndcg_at_10 + value: 42.363 + - type: ndcg_at_100 + value: 48.233 + - type: ndcg_at_1000 + value: 50.993 + - type: ndcg_at_20 + value: 44.533 + - type: ndcg_at_3 + value: 37.297000000000004 + - type: ndcg_at_5 + value: 38.911 + - type: precision_at_1 + value: 46.515 + - type: precision_at_10 + value: 12.520999999999999 + - type: precision_at_100 + value: 1.8980000000000001 + - type: precision_at_1000 + value: 0.242 + - type: precision_at_20 + value: 7.212000000000001 + - type: precision_at_3 + value: 27.752 + - type: precision_at_5 + value: 20.391000000000002 + - type: recall_at_1 + value: 19.594 + - type: recall_at_10 + value: 46.539 + - type: recall_at_100 + value: 66.782 + - type: recall_at_1000 + value: 82.049 + - type: recall_at_20 + value: 52.611 + - type: recall_at_3 + value: 32.528 + - type: recall_at_5 + value: 38.933 + - type: main_score + value: 42.363 + task: + type: Retrieval + - dataset: + config: default + name: MTEB CmedqaRetrieval (default) + revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301 + split: dev + type: C-MTEB/CmedqaRetrieval + metrics: + - type: main_score + value: 35.927 + - type: map_at_1 + value: 20.144000000000002 + - type: map_at_10 + value: 29.94 + - type: map_at_100 + value: 31.630000000000003 + - type: map_at_1000 + value: 31.778000000000002 + - type: map_at_20 + value: 30.798 + - type: map_at_3 + value: 26.534999999999997 + - type: map_at_5 + value: 28.33 + - type: mrr_at_1 + value: 31.23280820205051 + - type: mrr_at_10 + value: 38.66781179421835 + - type: mrr_at_100 + value: 39.656936166081785 + - type: mrr_at_1000 + value: 39.724602893117414 + - type: mrr_at_20 + value: 39.21272461558451 + - type: mrr_at_3 + value: 36.30907726931729 + - type: mrr_at_5 + value: 37.59814953738436 + - type: nauc_map_at_1000_diff1 + value: 44.5755334437146 + - type: nauc_map_at_1000_max + value: 40.726916781400746 + - type: nauc_map_at_1000_std + value: -19.591835061497367 + - type: nauc_map_at_100_diff1 + value: 44.54542899921038 + - type: nauc_map_at_100_max + value: 40.68305902532837 + - type: nauc_map_at_100_std + value: -19.658902089283487 + - type: nauc_map_at_10_diff1 + value: 44.56110529630953 + - type: nauc_map_at_10_max + value: 39.89826167846008 + - type: nauc_map_at_10_std + value: -20.62910633667902 + - type: nauc_map_at_1_diff1 + value: 50.82120107004449 + - type: nauc_map_at_1_max + value: 33.208851367861584 + - type: nauc_map_at_1_std + value: -20.29409730258174 + - type: nauc_map_at_20_diff1 + value: 44.51171242433788 + - type: nauc_map_at_20_max + value: 40.30431132782945 + - type: nauc_map_at_20_std + value: -20.290524142792417 + - type: nauc_map_at_3_diff1 + value: 45.80394138665133 + - type: nauc_map_at_3_max + value: 37.766191281426956 + - type: nauc_map_at_3_std + value: -21.223601997333876 + - type: nauc_map_at_5_diff1 + value: 45.00457218474283 + - type: nauc_map_at_5_max + value: 38.901044576388365 + - type: nauc_map_at_5_std + value: -20.893069613941634 + - type: nauc_mrr_at_1000_diff1 + value: 50.09855359231429 + - type: nauc_mrr_at_1000_max + value: 46.481000170008826 + - type: nauc_mrr_at_1000_std + value: -16.053461377096102 + - type: nauc_mrr_at_100_diff1 + value: 50.08205026347746 + - type: nauc_mrr_at_100_max + value: 46.47262126963331 + - type: nauc_mrr_at_100_std + value: -16.049112778748693 + - type: nauc_mrr_at_10_diff1 + value: 50.02363239081706 + - type: nauc_mrr_at_10_max + value: 46.39287859062042 + - type: nauc_mrr_at_10_std + value: -16.280866744769657 + - type: nauc_mrr_at_1_diff1 + value: 55.692503735317445 + - type: nauc_mrr_at_1_max + value: 47.334834529801014 + - type: nauc_mrr_at_1_std + value: -16.985483585693512 + - type: nauc_mrr_at_20_diff1 + value: 50.07725225722074 + - type: nauc_mrr_at_20_max + value: 46.47279295070193 + - type: nauc_mrr_at_20_std + value: -16.15168364678318 + - type: nauc_mrr_at_3_diff1 + value: 51.18685337274134 + - type: nauc_mrr_at_3_max + value: 46.7286365021621 + - type: nauc_mrr_at_3_std + value: -16.708451287313718 + - type: nauc_mrr_at_5_diff1 + value: 50.46777237893576 + - type: nauc_mrr_at_5_max + value: 46.5352076502249 + - type: nauc_mrr_at_5_std + value: -16.557413659905034 + - type: nauc_ndcg_at_1000_diff1 + value: 43.974299434438066 + - type: nauc_ndcg_at_1000_max + value: 43.44628675071857 + - type: nauc_ndcg_at_1000_std + value: -15.3495102005021 + - type: nauc_ndcg_at_100_diff1 + value: 43.336365081508504 + - type: nauc_ndcg_at_100_max + value: 43.11345604460776 + - type: nauc_ndcg_at_100_std + value: -15.571128070860615 + - type: nauc_ndcg_at_10_diff1 + value: 43.41266214720136 + - type: nauc_ndcg_at_10_max + value: 41.519676787851914 + - type: nauc_ndcg_at_10_std + value: -19.217175017223568 + - type: nauc_ndcg_at_1_diff1 + value: 55.692503735317445 + - type: nauc_ndcg_at_1_max + value: 47.334834529801014 + - type: nauc_ndcg_at_1_std + value: -16.985483585693512 + - type: nauc_ndcg_at_20_diff1 + value: 43.351653862834496 + - type: nauc_ndcg_at_20_max + value: 42.11608469750499 + - type: nauc_ndcg_at_20_std + value: -18.485363540641664 + - type: nauc_ndcg_at_3_diff1 + value: 45.64193888236677 + - type: nauc_ndcg_at_3_max + value: 42.497135099009995 + - type: nauc_ndcg_at_3_std + value: -18.764012041130094 + - type: nauc_ndcg_at_5_diff1 + value: 44.523392133895186 + - type: nauc_ndcg_at_5_max + value: 41.564242030096345 + - type: nauc_ndcg_at_5_std + value: -19.31080790984941 + - type: nauc_precision_at_1000_diff1 + value: 6.383464615714393 + - type: nauc_precision_at_1000_max + value: 27.439930931284657 + - type: nauc_precision_at_1000_std + value: 19.070716188143034 + - type: nauc_precision_at_100_diff1 + value: 12.599136754501284 + - type: nauc_precision_at_100_max + value: 35.886310962337795 + - type: nauc_precision_at_100_std + value: 14.06587592659196 + - type: nauc_precision_at_10_diff1 + value: 25.388891173150206 + - type: nauc_precision_at_10_max + value: 46.10269270777384 + - type: nauc_precision_at_10_std + value: -5.993803607158499 + - type: nauc_precision_at_1_diff1 + value: 55.692503735317445 + - type: nauc_precision_at_1_max + value: 47.334834529801014 + - type: nauc_precision_at_1_std + value: -16.985483585693512 + - type: nauc_precision_at_20_diff1 + value: 20.984013463099707 + - type: nauc_precision_at_20_max + value: 42.9471854616888 + - type: nauc_precision_at_20_std + value: -0.8045549929346024 + - type: nauc_precision_at_3_diff1 + value: 36.191850547148356 + - type: nauc_precision_at_3_max + value: 48.09923832376049 + - type: nauc_precision_at_3_std + value: -13.159407051271321 + - type: nauc_precision_at_5_diff1 + value: 31.04967966700407 + - type: nauc_precision_at_5_max + value: 47.62867673349624 + - type: nauc_precision_at_5_std + value: -10.345790325137353 + - type: nauc_recall_at_1000_diff1 + value: 11.03436839065707 + - type: nauc_recall_at_1000_max + value: 42.32265076651575 + - type: nauc_recall_at_1000_std + value: 30.478521053399206 + - type: nauc_recall_at_100_diff1 + value: 24.788349084510806 + - type: nauc_recall_at_100_max + value: 36.72097184821956 + - type: nauc_recall_at_100_std + value: -0.2241144179522076 + - type: nauc_recall_at_10_diff1 + value: 31.613053567704885 + - type: nauc_recall_at_10_max + value: 34.4597322828833 + - type: nauc_recall_at_10_std + value: -18.00022912690819 + - type: nauc_recall_at_1_diff1 + value: 50.82120107004449 + - type: nauc_recall_at_1_max + value: 33.208851367861584 + - type: nauc_recall_at_1_std + value: -20.29409730258174 + - type: nauc_recall_at_20_diff1 + value: 30.277002670708384 + - type: nauc_recall_at_20_max + value: 35.212475675060375 + - type: nauc_recall_at_20_std + value: -15.822788854733687 + - type: nauc_recall_at_3_diff1 + value: 38.87844958322257 + - type: nauc_recall_at_3_max + value: 34.66914910044104 + - type: nauc_recall_at_3_std + value: -20.234707300209127 + - type: nauc_recall_at_5_diff1 + value: 35.551139991687776 + - type: nauc_recall_at_5_max + value: 34.61009958820695 + - type: nauc_recall_at_5_std + value: -19.519180149293444 + - type: ndcg_at_1 + value: 31.233 + - type: ndcg_at_10 + value: 35.927 + - type: ndcg_at_100 + value: 43.037 + - type: ndcg_at_1000 + value: 45.900999999999996 + - type: ndcg_at_20 + value: 38.39 + - type: ndcg_at_3 + value: 31.366 + - type: ndcg_at_5 + value: 33.108 + - type: precision_at_1 + value: 31.233 + - type: precision_at_10 + value: 8.15 + - type: precision_at_100 + value: 1.402 + - type: precision_at_1000 + value: 0.17700000000000002 + - type: precision_at_20 + value: 4.91 + - type: precision_at_3 + value: 17.871000000000002 + - type: precision_at_5 + value: 12.948 + - type: recall_at_1 + value: 20.144000000000002 + - type: recall_at_10 + value: 44.985 + - type: recall_at_100 + value: 74.866 + - type: recall_at_1000 + value: 94.477 + - type: recall_at_20 + value: 53.37 + - type: recall_at_3 + value: 31.141000000000002 + - type: recall_at_5 + value: 36.721 + task: + type: Retrieval + - dataset: + config: default + name: MTEB Cmnli (default) + revision: None + split: validation + type: C-MTEB/CMNLI + metrics: + - type: cos_sim_accuracy + value: 71.25676488274203 + - type: cos_sim_accuracy_threshold + value: 78.11152935028076 + - type: cos_sim_ap + value: 79.10444825556077 + - type: cos_sim_f1 + value: 74.10750923266312 + - type: cos_sim_f1_threshold + value: 75.2312421798706 + - type: cos_sim_precision + value: 66.02083714129044 + - type: cos_sim_recall + value: 84.45171849427169 + - type: dot_accuracy + value: 68.11785929043896 + - type: dot_accuracy_threshold + value: 34783.23974609375 + - type: dot_ap + value: 75.80201827987712 + - type: dot_f1 + value: 72.31670990679349 + - type: dot_f1_threshold + value: 31978.036499023438 + - type: dot_precision + value: 61.386623164763456 + - type: dot_recall + value: 87.98223053542202 + - type: euclidean_accuracy + value: 71.41310883944678 + - type: euclidean_accuracy_threshold + value: 1374.9353408813477 + - type: euclidean_ap + value: 79.23359768836457 + - type: euclidean_f1 + value: 74.38512297540491 + - type: euclidean_f1_threshold + value: 1512.6035690307617 + - type: euclidean_precision + value: 64.97816593886463 + - type: euclidean_recall + value: 86.97685293429974 + - type: manhattan_accuracy + value: 71.32892363199038 + - type: manhattan_accuracy_threshold + value: 33340.49072265625 + - type: manhattan_ap + value: 79.11973684118587 + - type: manhattan_f1 + value: 74.29401993355481 + - type: manhattan_f1_threshold + value: 36012.52746582031 + - type: manhattan_precision + value: 66.81605975723622 + - type: manhattan_recall + value: 83.65676876315175 + - type: max_accuracy + value: 71.41310883944678 + - type: max_ap + value: 79.23359768836457 + - type: max_f1 + value: 74.38512297540491 + task: + type: PairClassification + - dataset: + config: default + name: MTEB CovidRetrieval (default) + revision: 1271c7809071a13532e05f25fb53511ffce77117 + split: dev + type: C-MTEB/CovidRetrieval + metrics: + - type: main_score + value: 78.917 + - type: map_at_1 + value: 67.281 + - type: map_at_10 + value: 75.262 + - type: map_at_100 + value: 75.60900000000001 + - type: map_at_1000 + value: 75.618 + - type: map_at_20 + value: 75.50200000000001 + - type: map_at_3 + value: 73.455 + - type: map_at_5 + value: 74.657 + - type: mrr_at_1 + value: 67.43940990516333 + - type: mrr_at_10 + value: 75.27367989696756 + - type: mrr_at_100 + value: 75.62029353306437 + - type: mrr_at_1000 + value: 75.62934741874726 + - type: mrr_at_20 + value: 75.51356607409173 + - type: mrr_at_3 + value: 73.5159817351598 + - type: mrr_at_5 + value: 74.73832103969093 + - type: nauc_map_at_1000_diff1 + value: 77.26666391867634 + - type: nauc_map_at_1000_max + value: 49.928541012203496 + - type: nauc_map_at_1000_std + value: -40.494469470474456 + - type: nauc_map_at_100_diff1 + value: 77.26087423162396 + - type: nauc_map_at_100_max + value: 49.944275615664424 + - type: nauc_map_at_100_std + value: -40.48299992715398 + - type: nauc_map_at_10_diff1 + value: 76.97400113500906 + - type: nauc_map_at_10_max + value: 49.84177029115674 + - type: nauc_map_at_10_std + value: -40.829250876511445 + - type: nauc_map_at_1_diff1 + value: 81.44050620630395 + - type: nauc_map_at_1_max + value: 48.97711944070578 + - type: nauc_map_at_1_std + value: -38.963689457570254 + - type: nauc_map_at_20_diff1 + value: 77.21791353089375 + - type: nauc_map_at_20_max + value: 49.958206759079424 + - type: nauc_map_at_20_std + value: -40.53067571658996 + - type: nauc_map_at_3_diff1 + value: 77.3555925208868 + - type: nauc_map_at_3_max + value: 49.32158146451256 + - type: nauc_map_at_3_std + value: -41.93552426981978 + - type: nauc_map_at_5_diff1 + value: 77.07099950431504 + - type: nauc_map_at_5_max + value: 49.54190504495002 + - type: nauc_map_at_5_std + value: -41.814968130918096 + - type: nauc_mrr_at_1000_diff1 + value: 77.31388774540477 + - type: nauc_mrr_at_1000_max + value: 49.96779699175759 + - type: nauc_mrr_at_1000_std + value: -40.43739645160277 + - type: nauc_mrr_at_100_diff1 + value: 77.30817786449413 + - type: nauc_mrr_at_100_max + value: 49.982514428937655 + - type: nauc_mrr_at_100_std + value: -40.42876582797744 + - type: nauc_mrr_at_10_diff1 + value: 77.02048060465756 + - type: nauc_mrr_at_10_max + value: 49.87937207270602 + - type: nauc_mrr_at_10_std + value: -40.77596560333177 + - type: nauc_mrr_at_1_diff1 + value: 81.27219599516599 + - type: nauc_mrr_at_1_max + value: 49.3083394026327 + - type: nauc_mrr_at_1_std + value: -38.31023037552026 + - type: nauc_mrr_at_20_diff1 + value: 77.26497089316055 + - type: nauc_mrr_at_20_max + value: 49.996257597621415 + - type: nauc_mrr_at_20_std + value: -40.476723608868014 + - type: nauc_mrr_at_3_diff1 + value: 77.38971294099257 + - type: nauc_mrr_at_3_max + value: 49.38110328987404 + - type: nauc_mrr_at_3_std + value: -41.7118646715979 + - type: nauc_mrr_at_5_diff1 + value: 77.08286142519952 + - type: nauc_mrr_at_5_max + value: 49.655249374588685 + - type: nauc_mrr_at_5_std + value: -41.48173039989406 + - type: nauc_ndcg_at_1000_diff1 + value: 76.47399204021758 + - type: nauc_ndcg_at_1000_max + value: 50.55770139961048 + - type: nauc_ndcg_at_1000_std + value: -39.55650430279072 + - type: nauc_ndcg_at_100_diff1 + value: 76.29355616618253 + - type: nauc_ndcg_at_100_max + value: 51.003608112592936 + - type: nauc_ndcg_at_100_std + value: -39.24769744605206 + - type: nauc_ndcg_at_10_diff1 + value: 74.88697528447634 + - type: nauc_ndcg_at_10_max + value: 50.398416372815234 + - type: nauc_ndcg_at_10_std + value: -40.76526585772833 + - type: nauc_ndcg_at_1_diff1 + value: 81.27219599516599 + - type: nauc_ndcg_at_1_max + value: 49.3083394026327 + - type: nauc_ndcg_at_1_std + value: -38.31023037552026 + - type: nauc_ndcg_at_20_diff1 + value: 75.85463512091866 + - type: nauc_ndcg_at_20_max + value: 50.97338683654334 + - type: nauc_ndcg_at_20_std + value: -39.353128774903404 + - type: nauc_ndcg_at_3_diff1 + value: 75.94015726123543 + - type: nauc_ndcg_at_3_max + value: 49.22194251063148 + - type: nauc_ndcg_at_3_std + value: -43.040457030630435 + - type: nauc_ndcg_at_5_diff1 + value: 75.19166189770303 + - type: nauc_ndcg_at_5_max + value: 49.65696229797189 + - type: nauc_ndcg_at_5_std + value: -42.81534909184424 + - type: nauc_precision_at_1000_diff1 + value: -14.830901395815788 + - type: nauc_precision_at_1000_max + value: 19.686297136854623 + - type: nauc_precision_at_1000_std + value: 61.19310360166978 + - type: nauc_precision_at_100_diff1 + value: 20.55469986751769 + - type: nauc_precision_at_100_max + value: 50.78431835075583 + - type: nauc_precision_at_100_std + value: 31.54986568374813 + - type: nauc_precision_at_10_diff1 + value: 45.991938532558656 + - type: nauc_precision_at_10_max + value: 46.386318595630385 + - type: nauc_precision_at_10_std + value: -23.463011435224608 + - type: nauc_precision_at_1_diff1 + value: 81.27219599516599 + - type: nauc_precision_at_1_max + value: 49.3083394026327 + - type: nauc_precision_at_1_std + value: -38.31023037552026 + - type: nauc_precision_at_20_diff1 + value: 41.53180472410822 + - type: nauc_precision_at_20_max + value: 49.89800247204318 + - type: nauc_precision_at_20_std + value: -2.4192847331537095 + - type: nauc_precision_at_3_diff1 + value: 67.37504651209993 + - type: nauc_precision_at_3_max + value: 47.893537208629496 + - type: nauc_precision_at_3_std + value: -43.2362212382819 + - type: nauc_precision_at_5_diff1 + value: 60.03438883791718 + - type: nauc_precision_at_5_max + value: 48.29770502354206 + - type: nauc_precision_at_5_std + value: -40.39588448271546 + - type: nauc_recall_at_1000_diff1 + value: 71.04741174480844 + - type: nauc_recall_at_1000_max + value: 93.19056506596002 + - type: nauc_recall_at_1000_std + value: 62.96994797650912 + - type: nauc_recall_at_100_diff1 + value: 65.00418176852641 + - type: nauc_recall_at_100_max + value: 85.27352708427193 + - type: nauc_recall_at_100_std + value: 2.8812005546518886 + - type: nauc_recall_at_10_diff1 + value: 61.263254794998865 + - type: nauc_recall_at_10_max + value: 54.17618329507141 + - type: nauc_recall_at_10_std + value: -39.80603966142593 + - type: nauc_recall_at_1_diff1 + value: 81.44050620630395 + - type: nauc_recall_at_1_max + value: 48.97711944070578 + - type: nauc_recall_at_1_std + value: -38.963689457570254 + - type: nauc_recall_at_20_diff1 + value: 64.42106091745396 + - type: nauc_recall_at_20_max + value: 63.10796640821887 + - type: nauc_recall_at_20_std + value: -22.60117424572222 + - type: nauc_recall_at_3_diff1 + value: 70.66311436592945 + - type: nauc_recall_at_3_max + value: 48.69498944323469 + - type: nauc_recall_at_3_std + value: -47.37847524874532 + - type: nauc_recall_at_5_diff1 + value: 66.12701111728848 + - type: nauc_recall_at_5_max + value: 49.91763957934711 + - type: nauc_recall_at_5_std + value: -48.173252920584126 + - type: ndcg_at_1 + value: 67.43900000000001 + - type: ndcg_at_10 + value: 78.917 + - type: ndcg_at_100 + value: 80.53399999999999 + - type: ndcg_at_1000 + value: 80.768 + - type: ndcg_at_20 + value: 79.813 + - type: ndcg_at_3 + value: 75.37 + - type: ndcg_at_5 + value: 77.551 + - type: precision_at_1 + value: 67.43900000000001 + - type: precision_at_10 + value: 9.115 + - type: precision_at_100 + value: 0.985 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.737 + - type: precision_at_3 + value: 27.081 + - type: precision_at_5 + value: 17.345 + - type: recall_at_1 + value: 67.281 + - type: recall_at_10 + value: 90.2 + - type: recall_at_100 + value: 97.576 + - type: recall_at_1000 + value: 99.368 + - type: recall_at_20 + value: 93.783 + - type: recall_at_3 + value: 80.822 + - type: recall_at_5 + value: 86.091 + task: + type: Retrieval + - dataset: + config: default + name: MTEB DBPedia (default) + revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659 + split: test + type: mteb/dbpedia + metrics: + - type: map_at_1 + value: 9.041 + - type: map_at_10 + value: 18.662 + - type: map_at_100 + value: 26.054 + - type: map_at_1000 + value: 27.769 + - type: map_at_20 + value: 21.499 + - type: map_at_3 + value: 13.628000000000002 + - type: map_at_5 + value: 15.617 + - type: mrr_at_1 + value: 67.25 + - type: mrr_at_10 + value: 74.673 + - type: mrr_at_100 + value: 75.022 + - type: mrr_at_1000 + value: 75.031 + - type: mrr_at_20 + value: 74.895 + - type: mrr_at_3 + value: 73.042 + - type: mrr_at_5 + value: 74.179 + - type: ndcg_at_1 + value: 55.75 + - type: ndcg_at_10 + value: 41.004000000000005 + - type: ndcg_at_100 + value: 44.912 + - type: ndcg_at_1000 + value: 51.946000000000005 + - type: ndcg_at_20 + value: 40.195 + - type: ndcg_at_3 + value: 45.803 + - type: ndcg_at_5 + value: 42.976 + - type: precision_at_1 + value: 67.25 + - type: precision_at_10 + value: 31.874999999999996 + - type: precision_at_100 + value: 10.37 + - type: precision_at_1000 + value: 2.1430000000000002 + - type: precision_at_20 + value: 24.275 + - type: precision_at_3 + value: 48.417 + - type: precision_at_5 + value: 40.2 + - type: recall_at_1 + value: 9.041 + - type: recall_at_10 + value: 23.592 + - type: recall_at_100 + value: 49.476 + - type: recall_at_1000 + value: 71.677 + - type: recall_at_20 + value: 30.153000000000002 + - type: recall_at_3 + value: 14.777000000000001 + - type: recall_at_5 + value: 17.829 + - type: main_score + value: 41.004000000000005 + task: + type: Retrieval + - dataset: + config: default + name: MTEB DuRetrieval (default) + revision: a1a333e290fe30b10f3f56498e3a0d911a693ced + split: dev + type: C-MTEB/DuRetrieval + metrics: + - type: main_score + value: 83.134 + - type: map_at_1 + value: 23.907999999999998 + - type: map_at_10 + value: 74.566 + - type: map_at_100 + value: 77.706 + - type: map_at_1000 + value: 77.762 + - type: map_at_20 + value: 76.943 + - type: map_at_3 + value: 50.971999999999994 + - type: map_at_5 + value: 64.429 + - type: mrr_at_1 + value: 84.8 + - type: mrr_at_10 + value: 89.73218253968246 + - type: mrr_at_100 + value: 89.82853630655774 + - type: mrr_at_1000 + value: 89.83170411703153 + - type: mrr_at_20 + value: 89.79582030091501 + - type: mrr_at_3 + value: 89.32499999999992 + - type: mrr_at_5 + value: 89.58749999999992 + - type: nauc_map_at_1000_diff1 + value: -2.2736020650163717 + - type: nauc_map_at_1000_max + value: 45.3937519555142 + - type: nauc_map_at_1000_std + value: 10.824778228268581 + - type: nauc_map_at_100_diff1 + value: -2.2662939752750066 + - type: nauc_map_at_100_max + value: 45.423960626031366 + - type: nauc_map_at_100_std + value: 10.804239351738717 + - type: nauc_map_at_10_diff1 + value: 0.9395752585654343 + - type: nauc_map_at_10_max + value: 42.53814836940551 + - type: nauc_map_at_10_std + value: 0.7199313235265218 + - type: nauc_map_at_1_diff1 + value: 45.19415865267676 + - type: nauc_map_at_1_max + value: -1.7261947382471912 + - type: nauc_map_at_1_std + value: -32.16144291613605 + - type: nauc_map_at_20_diff1 + value: -1.884514152147472 + - type: nauc_map_at_20_max + value: 44.830401115927174 + - type: nauc_map_at_20_std + value: 8.118530414377219 + - type: nauc_map_at_3_diff1 + value: 25.678881127059967 + - type: nauc_map_at_3_max + value: 12.191400431839758 + - type: nauc_map_at_3_std + value: -27.201740587642327 + - type: nauc_map_at_5_diff1 + value: 13.227128780829572 + - type: nauc_map_at_5_max + value: 26.978282739708977 + - type: nauc_map_at_5_std + value: -17.555610348070584 + - type: nauc_mrr_at_1000_diff1 + value: 21.073512437502178 + - type: nauc_mrr_at_1000_max + value: 64.9680257861005 + - type: nauc_mrr_at_1000_std + value: 19.626288754404293 + - type: nauc_mrr_at_100_diff1 + value: 21.074637426957732 + - type: nauc_mrr_at_100_max + value: 64.97612675661915 + - type: nauc_mrr_at_100_std + value: 19.649504127800878 + - type: nauc_mrr_at_10_diff1 + value: 21.12003267626651 + - type: nauc_mrr_at_10_max + value: 65.24362289059766 + - type: nauc_mrr_at_10_std + value: 19.92351276180984 + - type: nauc_mrr_at_1_diff1 + value: 22.711430629147635 + - type: nauc_mrr_at_1_max + value: 58.4059429497403 + - type: nauc_mrr_at_1_std + value: 11.967886722567973 + - type: nauc_mrr_at_20_diff1 + value: 20.98220830510272 + - type: nauc_mrr_at_20_max + value: 65.05737535197835 + - type: nauc_mrr_at_20_std + value: 19.66672900782771 + - type: nauc_mrr_at_3_diff1 + value: 20.924796220048528 + - type: nauc_mrr_at_3_max + value: 65.71388669932584 + - type: nauc_mrr_at_3_std + value: 20.05912197134477 + - type: nauc_mrr_at_5_diff1 + value: 20.61978649468208 + - type: nauc_mrr_at_5_max + value: 65.50709154526211 + - type: nauc_mrr_at_5_std + value: 20.241434276181838 + - type: nauc_ndcg_at_1000_diff1 + value: 0.25363171946133656 + - type: nauc_ndcg_at_1000_max + value: 54.12840465309885 + - type: nauc_ndcg_at_1000_std + value: 20.749184325412546 + - type: nauc_ndcg_at_100_diff1 + value: 0.15649430250272792 + - type: nauc_ndcg_at_100_max + value: 54.47995322413234 + - type: nauc_ndcg_at_100_std + value: 21.266786634233267 + - type: nauc_ndcg_at_10_diff1 + value: 0.14579250840386346 + - type: nauc_ndcg_at_10_max + value: 49.8643037948353 + - type: nauc_ndcg_at_10_std + value: 12.960701643914216 + - type: nauc_ndcg_at_1_diff1 + value: 22.711430629147635 + - type: nauc_ndcg_at_1_max + value: 58.4059429497403 + - type: nauc_ndcg_at_1_std + value: 11.967886722567973 + - type: nauc_ndcg_at_20_diff1 + value: -0.6701559981776763 + - type: nauc_ndcg_at_20_max + value: 52.95443437012488 + - type: nauc_ndcg_at_20_std + value: 16.708883972005758 + - type: nauc_ndcg_at_3_diff1 + value: -0.19084922341962388 + - type: nauc_ndcg_at_3_max + value: 46.2110230886874 + - type: nauc_ndcg_at_3_std + value: 13.363250229683038 + - type: nauc_ndcg_at_5_diff1 + value: 0.9840019268192548 + - type: nauc_ndcg_at_5_max + value: 43.56594891798146 + - type: nauc_ndcg_at_5_std + value: 8.577017104088146 + - type: nauc_precision_at_1000_diff1 + value: -30.779179091501145 + - type: nauc_precision_at_1000_max + value: 16.056094258615673 + - type: nauc_precision_at_1000_std + value: 49.96303902363283 + - type: nauc_precision_at_100_diff1 + value: -31.583236638899585 + - type: nauc_precision_at_100_max + value: 19.16571713603373 + - type: nauc_precision_at_100_std + value: 51.870647903980036 + - type: nauc_precision_at_10_diff1 + value: -35.62134572732597 + - type: nauc_precision_at_10_max + value: 31.6935186494612 + - type: nauc_precision_at_10_std + value: 46.68659723766723 + - type: nauc_precision_at_1_diff1 + value: 22.711430629147635 + - type: nauc_precision_at_1_max + value: 58.4059429497403 + - type: nauc_precision_at_1_std + value: 11.967886722567973 + - type: nauc_precision_at_20_diff1 + value: -33.875460046920495 + - type: nauc_precision_at_20_max + value: 24.188420133566442 + - type: nauc_precision_at_20_std + value: 50.02387762958483 + - type: nauc_precision_at_3_diff1 + value: -28.875998450906827 + - type: nauc_precision_at_3_max + value: 44.77058831167941 + - type: nauc_precision_at_3_std + value: 31.77993710437207 + - type: nauc_precision_at_5_diff1 + value: -34.92525440306491 + - type: nauc_precision_at_5_max + value: 39.855219917077086 + - type: nauc_precision_at_5_std + value: 37.95432046169299 + - type: nauc_recall_at_1000_diff1 + value: -14.293309371874733 + - type: nauc_recall_at_1000_max + value: 59.06948692482579 + - type: nauc_recall_at_1000_std + value: 62.586254868312686 + - type: nauc_recall_at_100_diff1 + value: -4.344100947212704 + - type: nauc_recall_at_100_max + value: 58.42120421043602 + - type: nauc_recall_at_100_std + value: 46.48562009316997 + - type: nauc_recall_at_10_diff1 + value: 0.04948662912161709 + - type: nauc_recall_at_10_max + value: 42.42809687119093 + - type: nauc_recall_at_10_std + value: 0.6892504250411409 + - type: nauc_recall_at_1_diff1 + value: 45.19415865267676 + - type: nauc_recall_at_1_max + value: -1.7261947382471912 + - type: nauc_recall_at_1_std + value: -32.16144291613605 + - type: nauc_recall_at_20_diff1 + value: -7.634587864605111 + - type: nauc_recall_at_20_max + value: 49.21327187174134 + - type: nauc_recall_at_20_std + value: 16.408481068336346 + - type: nauc_recall_at_3_diff1 + value: 24.72546591038644 + - type: nauc_recall_at_3_max + value: 6.620763400972902 + - type: nauc_recall_at_3_std + value: -29.994703323331684 + - type: nauc_recall_at_5_diff1 + value: 12.65527364845842 + - type: nauc_recall_at_5_max + value: 20.400121385794694 + - type: nauc_recall_at_5_std + value: -22.34284568447213 + - type: ndcg_at_1 + value: 84.8 + - type: ndcg_at_10 + value: 83.134 + - type: ndcg_at_100 + value: 86.628 + - type: ndcg_at_1000 + value: 87.151 + - type: ndcg_at_20 + value: 85.092 + - type: ndcg_at_3 + value: 81.228 + - type: ndcg_at_5 + value: 80.2 + - type: precision_at_1 + value: 84.8 + - type: precision_at_10 + value: 40.394999999999996 + - type: precision_at_100 + value: 4.745 + - type: precision_at_1000 + value: 0.488 + - type: precision_at_20 + value: 22.245 + - type: precision_at_3 + value: 73.25 + - type: precision_at_5 + value: 61.86000000000001 + - type: recall_at_1 + value: 23.907999999999998 + - type: recall_at_10 + value: 85.346 + - type: recall_at_100 + value: 96.515 + - type: recall_at_1000 + value: 99.156 + - type: recall_at_20 + value: 91.377 + - type: recall_at_3 + value: 54.135 + - type: recall_at_5 + value: 70.488 + task: + type: Retrieval + - dataset: + config: default + name: MTEB EcomRetrieval (default) + revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9 + split: dev + type: C-MTEB/EcomRetrieval + metrics: + - type: main_score + value: 60.887 + - type: map_at_1 + value: 46.6 + - type: map_at_10 + value: 56.035000000000004 + - type: map_at_100 + value: 56.741 + - type: map_at_1000 + value: 56.764 + - type: map_at_20 + value: 56.513999999999996 + - type: map_at_3 + value: 53.733 + - type: map_at_5 + value: 54.913000000000004 + - type: mrr_at_1 + value: 46.6 + - type: mrr_at_10 + value: 56.034523809523776 + - type: mrr_at_100 + value: 56.74056360434383 + - type: mrr_at_1000 + value: 56.76373487222486 + - type: mrr_at_20 + value: 56.51374873879128 + - type: mrr_at_3 + value: 53.73333333333328 + - type: mrr_at_5 + value: 54.91333333333327 + - type: nauc_map_at_1000_diff1 + value: 65.13546939953387 + - type: nauc_map_at_1000_max + value: 43.358890946774494 + - type: nauc_map_at_1000_std + value: -9.973282105235036 + - type: nauc_map_at_100_diff1 + value: 65.12449309472493 + - type: nauc_map_at_100_max + value: 43.377100882923145 + - type: nauc_map_at_100_std + value: -9.971781228240555 + - type: nauc_map_at_10_diff1 + value: 64.83020018537475 + - type: nauc_map_at_10_max + value: 43.25969482323034 + - type: nauc_map_at_10_std + value: -10.120272176001547 + - type: nauc_map_at_1_diff1 + value: 69.58727592100516 + - type: nauc_map_at_1_max + value: 38.236494689522026 + - type: nauc_map_at_1_std + value: -14.833390831689597 + - type: nauc_map_at_20_diff1 + value: 65.01159809914586 + - type: nauc_map_at_20_max + value: 43.33440319829618 + - type: nauc_map_at_20_std + value: -10.039958228659726 + - type: nauc_map_at_3_diff1 + value: 65.2396323885909 + - type: nauc_map_at_3_max + value: 42.26904017378952 + - type: nauc_map_at_3_std + value: -11.793017036934044 + - type: nauc_map_at_5_diff1 + value: 64.96397227898036 + - type: nauc_map_at_5_max + value: 43.231333789145424 + - type: nauc_map_at_5_std + value: -10.349933732151372 + - type: nauc_mrr_at_1000_diff1 + value: 65.13546939953387 + - type: nauc_mrr_at_1000_max + value: 43.358890946774494 + - type: nauc_mrr_at_1000_std + value: -9.973282105235036 + - type: nauc_mrr_at_100_diff1 + value: 65.12449309472493 + - type: nauc_mrr_at_100_max + value: 43.377100882923145 + - type: nauc_mrr_at_100_std + value: -9.971781228240555 + - type: nauc_mrr_at_10_diff1 + value: 64.83020018537475 + - type: nauc_mrr_at_10_max + value: 43.25969482323034 + - type: nauc_mrr_at_10_std + value: -10.120272176001547 + - type: nauc_mrr_at_1_diff1 + value: 69.58727592100516 + - type: nauc_mrr_at_1_max + value: 38.236494689522026 + - type: nauc_mrr_at_1_std + value: -14.833390831689597 + - type: nauc_mrr_at_20_diff1 + value: 65.01159809914586 + - type: nauc_mrr_at_20_max + value: 43.33440319829618 + - type: nauc_mrr_at_20_std + value: -10.039958228659726 + - type: nauc_mrr_at_3_diff1 + value: 65.2396323885909 + - type: nauc_mrr_at_3_max + value: 42.26904017378952 + - type: nauc_mrr_at_3_std + value: -11.793017036934044 + - type: nauc_mrr_at_5_diff1 + value: 64.96397227898036 + - type: nauc_mrr_at_5_max + value: 43.231333789145424 + - type: nauc_mrr_at_5_std + value: -10.349933732151372 + - type: nauc_ndcg_at_1000_diff1 + value: 64.26802655199876 + - type: nauc_ndcg_at_1000_max + value: 45.854310744745185 + - type: nauc_ndcg_at_1000_std + value: -6.184417305204082 + - type: nauc_ndcg_at_100_diff1 + value: 63.99268329609827 + - type: nauc_ndcg_at_100_max + value: 46.31270128748375 + - type: nauc_ndcg_at_100_std + value: -6.1393433180558965 + - type: nauc_ndcg_at_10_diff1 + value: 62.6735104141137 + - type: nauc_ndcg_at_10_max + value: 45.54954799462398 + - type: nauc_ndcg_at_10_std + value: -7.348851199024871 + - type: nauc_ndcg_at_1_diff1 + value: 69.58727592100516 + - type: nauc_ndcg_at_1_max + value: 38.236494689522026 + - type: nauc_ndcg_at_1_std + value: -14.833390831689597 + - type: nauc_ndcg_at_20_diff1 + value: 63.25899651677274 + - type: nauc_ndcg_at_20_max + value: 45.952196968886014 + - type: nauc_ndcg_at_20_std + value: -6.807607465125713 + - type: nauc_ndcg_at_3_diff1 + value: 63.65618337476822 + - type: nauc_ndcg_at_3_max + value: 43.507890965228945 + - type: nauc_ndcg_at_3_std + value: -10.73845622217601 + - type: nauc_ndcg_at_5_diff1 + value: 63.079162432921855 + - type: nauc_ndcg_at_5_max + value: 45.38303443868148 + - type: nauc_ndcg_at_5_std + value: -8.063657824835534 + - type: nauc_precision_at_1000_diff1 + value: 63.01459977930557 + - type: nauc_precision_at_1000_max + value: 92.4253034547151 + - type: nauc_precision_at_1000_std + value: 84.4845513963158 + - type: nauc_precision_at_100_diff1 + value: 57.17217119405878 + - type: nauc_precision_at_100_max + value: 80.70049725316484 + - type: nauc_precision_at_100_std + value: 41.78392287147403 + - type: nauc_precision_at_10_diff1 + value: 53.115665404390725 + - type: nauc_precision_at_10_max + value: 55.73825657341263 + - type: nauc_precision_at_10_std + value: 5.406226305013257 + - type: nauc_precision_at_1_diff1 + value: 69.58727592100516 + - type: nauc_precision_at_1_max + value: 38.236494689522026 + - type: nauc_precision_at_1_std + value: -14.833390831689597 + - type: nauc_precision_at_20_diff1 + value: 53.77730697622828 + - type: nauc_precision_at_20_max + value: 61.88170819253054 + - type: nauc_precision_at_20_std + value: 13.678730470003856 + - type: nauc_precision_at_3_diff1 + value: 58.580196992291455 + - type: nauc_precision_at_3_max + value: 47.404834585376626 + - type: nauc_precision_at_3_std + value: -7.374978769024051 + - type: nauc_precision_at_5_diff1 + value: 56.44564652606437 + - type: nauc_precision_at_5_max + value: 53.08973975162324 + - type: nauc_precision_at_5_std + value: 0.22762700141423803 + - type: nauc_recall_at_1000_diff1 + value: 63.01459977930565 + - type: nauc_recall_at_1000_max + value: 92.42530345471532 + - type: nauc_recall_at_1000_std + value: 84.48455139631602 + - type: nauc_recall_at_100_diff1 + value: 57.17217119405904 + - type: nauc_recall_at_100_max + value: 80.70049725316468 + - type: nauc_recall_at_100_std + value: 41.783922871474275 + - type: nauc_recall_at_10_diff1 + value: 53.11566540439087 + - type: nauc_recall_at_10_max + value: 55.738256573412656 + - type: nauc_recall_at_10_std + value: 5.406226305013377 + - type: nauc_recall_at_1_diff1 + value: 69.58727592100516 + - type: nauc_recall_at_1_max + value: 38.236494689522026 + - type: nauc_recall_at_1_std + value: -14.833390831689597 + - type: nauc_recall_at_20_diff1 + value: 53.77730697622846 + - type: nauc_recall_at_20_max + value: 61.881708192530525 + - type: nauc_recall_at_20_std + value: 13.678730470003947 + - type: nauc_recall_at_3_diff1 + value: 58.5801969922914 + - type: nauc_recall_at_3_max + value: 47.40483458537654 + - type: nauc_recall_at_3_std + value: -7.37497876902413 + - type: nauc_recall_at_5_diff1 + value: 56.445646526064394 + - type: nauc_recall_at_5_max + value: 53.08973975162332 + - type: nauc_recall_at_5_std + value: 0.22762700141428024 + - type: ndcg_at_1 + value: 46.6 + - type: ndcg_at_10 + value: 60.887 + - type: ndcg_at_100 + value: 64.18199999999999 + - type: ndcg_at_1000 + value: 64.726 + - type: ndcg_at_20 + value: 62.614999999999995 + - type: ndcg_at_3 + value: 56.038 + - type: ndcg_at_5 + value: 58.150999999999996 + - type: precision_at_1 + value: 46.6 + - type: precision_at_10 + value: 7.630000000000001 + - type: precision_at_100 + value: 0.914 + - type: precision_at_1000 + value: 0.096 + - type: precision_at_20 + value: 4.154999999999999 + - type: precision_at_3 + value: 20.9 + - type: precision_at_5 + value: 13.56 + - type: recall_at_1 + value: 46.6 + - type: recall_at_10 + value: 76.3 + - type: recall_at_100 + value: 91.4 + - type: recall_at_1000 + value: 95.6 + - type: recall_at_20 + value: 83.1 + - type: recall_at_3 + value: 62.7 + - type: recall_at_5 + value: 67.80000000000001 + task: + type: Retrieval + - dataset: + config: default + name: MTEB EmotionClassification (default) + revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37 + split: test + type: mteb/emotion + metrics: + - type: accuracy + value: 73.29999999999998 + - type: f1 + value: 67.71473706580302 + - type: f1_weighted + value: 74.83537255312045 + - type: main_score + value: 73.29999999999998 + task: + type: Classification + - dataset: + config: default + name: MTEB FEVER (default) + revision: bea83ef9e8fb933d90a2f1d5515737465d613e12 + split: test + type: mteb/fever + metrics: + - type: map_at_1 + value: 78.371 + - type: map_at_10 + value: 85.762 + - type: map_at_100 + value: 85.954 + - type: map_at_1000 + value: 85.966 + - type: map_at_20 + value: 85.887 + - type: map_at_3 + value: 84.854 + - type: map_at_5 + value: 85.408 + - type: mrr_at_1 + value: 84.443 + - type: mrr_at_10 + value: 90.432 + - type: mrr_at_100 + value: 90.483 + - type: mrr_at_1000 + value: 90.484 + - type: mrr_at_20 + value: 90.473 + - type: mrr_at_3 + value: 89.89399999999999 + - type: mrr_at_5 + value: 90.244 + - type: ndcg_at_1 + value: 84.443 + - type: ndcg_at_10 + value: 89.05499999999999 + - type: ndcg_at_100 + value: 89.68 + - type: ndcg_at_1000 + value: 89.87899999999999 + - type: ndcg_at_20 + value: 89.381 + - type: ndcg_at_3 + value: 87.73100000000001 + - type: ndcg_at_5 + value: 88.425 + - type: precision_at_1 + value: 84.443 + - type: precision_at_10 + value: 10.520999999999999 + - type: precision_at_100 + value: 1.103 + - type: precision_at_1000 + value: 0.11399999999999999 + - type: precision_at_20 + value: 5.362 + - type: precision_at_3 + value: 33.198 + - type: precision_at_5 + value: 20.441000000000003 + - type: recall_at_1 + value: 78.371 + - type: recall_at_10 + value: 94.594 + - type: recall_at_100 + value: 96.97099999999999 + - type: recall_at_1000 + value: 98.18 + - type: recall_at_20 + value: 95.707 + - type: recall_at_3 + value: 90.853 + - type: recall_at_5 + value: 92.74799999999999 + - type: main_score + value: 89.05499999999999 + task: + type: Retrieval + - dataset: + config: default + name: MTEB FiQA2018 (default) + revision: 27a168819829fe9bcd655c2df245fb19452e8e06 + split: test + type: mteb/fiqa + metrics: + - type: map_at_1 + value: 23.810000000000002 + - type: map_at_10 + value: 39.051 + - type: map_at_100 + value: 41.231 + - type: map_at_1000 + value: 41.376000000000005 + - type: map_at_20 + value: 40.227000000000004 + - type: map_at_3 + value: 33.915 + - type: map_at_5 + value: 36.459 + - type: mrr_at_1 + value: 48.148 + - type: mrr_at_10 + value: 55.765 + - type: mrr_at_100 + value: 56.495 + - type: mrr_at_1000 + value: 56.525999999999996 + - type: mrr_at_20 + value: 56.213 + - type: mrr_at_3 + value: 53.086 + - type: mrr_at_5 + value: 54.513999999999996 + - type: ndcg_at_1 + value: 48.148 + - type: ndcg_at_10 + value: 47.349999999999994 + - type: ndcg_at_100 + value: 54.61899999999999 + - type: ndcg_at_1000 + value: 56.830000000000005 + - type: ndcg_at_20 + value: 50.143 + - type: ndcg_at_3 + value: 43.108000000000004 + - type: ndcg_at_5 + value: 44.023 + - type: precision_at_1 + value: 48.148 + - type: precision_at_10 + value: 13.441 + - type: precision_at_100 + value: 2.085 + - type: precision_at_1000 + value: 0.248 + - type: precision_at_20 + value: 7.870000000000001 + - type: precision_at_3 + value: 28.909000000000002 + - type: precision_at_5 + value: 20.957 + - type: recall_at_1 + value: 23.810000000000002 + - type: recall_at_10 + value: 54.303000000000004 + - type: recall_at_100 + value: 81.363 + - type: recall_at_1000 + value: 94.391 + - type: recall_at_20 + value: 63.056999999999995 + - type: recall_at_3 + value: 38.098 + - type: recall_at_5 + value: 44.414 + - type: main_score + value: 47.349999999999994 + task: + type: Retrieval + - dataset: + config: default + name: MTEB GeoreviewClassification (default) + revision: 3765c0d1de6b7d264bc459433c45e5a75513839c + split: test + type: ai-forever/georeview-classification + metrics: + - type: accuracy + value: 48.0126953125 + - type: f1 + value: 47.65764016160488 + - type: f1_weighted + value: 47.65701659482088 + - type: main_score + value: 48.0126953125 + task: + type: Classification + - dataset: + config: default + name: MTEB GeoreviewClusteringP2P (default) + revision: 97a313c8fc85b47f13f33e7e9a95c1ad888c7fec + split: test + type: ai-forever/georeview-clustering-p2p + metrics: + - type: main_score + value: 73.62357853672266 + - type: v_measure + value: 73.62357853672266 + - type: v_measure_std + value: 0.5942247545535766 + task: + type: Clustering + - dataset: + config: default + name: MTEB GerDaLIR (default) + revision: 0bb47f1d73827e96964edb84dfe552f62f4fd5eb + split: test + type: jinaai/ger_da_lir + metrics: + - type: main_score + value: 16.227 + - type: map_at_1 + value: 8.082 + - type: map_at_10 + value: 12.959999999999999 + - type: map_at_100 + value: 13.923 + - type: map_at_1000 + value: 14.030999999999999 + - type: map_at_20 + value: 13.453000000000001 + - type: map_at_3 + value: 11.018 + - type: map_at_5 + value: 12.056000000000001 + - type: mrr_at_1 + value: 8.993332249146203 + - type: mrr_at_10 + value: 13.994013092850247 + - type: mrr_at_100 + value: 14.913737673149308 + - type: mrr_at_1000 + value: 15.00843809934407 + - type: mrr_at_20 + value: 14.470268462334007 + - type: mrr_at_3 + value: 12.000596302921846 + - type: mrr_at_5 + value: 13.070689000921561 + - type: nauc_map_at_1000_diff1 + value: 28.559639584013286 + - type: nauc_map_at_1000_max + value: 25.533800126086714 + - type: nauc_map_at_1000_std + value: 9.826551026628666 + - type: nauc_map_at_100_diff1 + value: 28.544724499331696 + - type: nauc_map_at_100_max + value: 25.46734324526386 + - type: nauc_map_at_100_std + value: 9.739314481785591 + - type: nauc_map_at_10_diff1 + value: 28.77447517718118 + - type: nauc_map_at_10_max + value: 24.7431615237795 + - type: nauc_map_at_10_std + value: 8.349878188033646 + - type: nauc_map_at_1_diff1 + value: 37.405452629895514 + - type: nauc_map_at_1_max + value: 24.444208978394023 + - type: nauc_map_at_1_std + value: 4.043820373810528 + - type: nauc_map_at_20_diff1 + value: 28.69764217789062 + - type: nauc_map_at_20_max + value: 25.111848355996496 + - type: nauc_map_at_20_std + value: 9.034829905305918 + - type: nauc_map_at_3_diff1 + value: 30.89053285076882 + - type: nauc_map_at_3_max + value: 24.862886115911152 + - type: nauc_map_at_3_std + value: 6.654260832396586 + - type: nauc_map_at_5_diff1 + value: 29.230629676604263 + - type: nauc_map_at_5_max + value: 24.374302288018583 + - type: nauc_map_at_5_std + value: 7.341846952319046 + - type: nauc_mrr_at_1000_diff1 + value: 28.086147932781426 + - type: nauc_mrr_at_1000_max + value: 25.98698528264653 + - type: nauc_mrr_at_1000_std + value: 9.917554348624545 + - type: nauc_mrr_at_100_diff1 + value: 28.069163279791336 + - type: nauc_mrr_at_100_max + value: 25.949440010886804 + - type: nauc_mrr_at_100_std + value: 9.874340979732578 + - type: nauc_mrr_at_10_diff1 + value: 28.239920869530046 + - type: nauc_mrr_at_10_max + value: 25.351271409498576 + - type: nauc_mrr_at_10_std + value: 8.669862759875162 + - type: nauc_mrr_at_1_diff1 + value: 35.96543040207856 + - type: nauc_mrr_at_1_max + value: 25.488936487231967 + - type: nauc_mrr_at_1_std + value: 4.76439131038345 + - type: nauc_mrr_at_20_diff1 + value: 28.18865871284607 + - type: nauc_mrr_at_20_max + value: 25.67121763344746 + - type: nauc_mrr_at_20_std + value: 9.297910707519472 + - type: nauc_mrr_at_3_diff1 + value: 30.166714199740717 + - type: nauc_mrr_at_3_max + value: 25.541792491964877 + - type: nauc_mrr_at_3_std + value: 7.083090296398472 + - type: nauc_mrr_at_5_diff1 + value: 28.68475284656478 + - type: nauc_mrr_at_5_max + value: 24.994071363482835 + - type: nauc_mrr_at_5_std + value: 7.687507254902365 + - type: nauc_ndcg_at_1000_diff1 + value: 25.292792613586467 + - type: nauc_ndcg_at_1000_max + value: 29.211905289377178 + - type: nauc_ndcg_at_1000_std + value: 18.088867467320355 + - type: nauc_ndcg_at_100_diff1 + value: 25.026905011089152 + - type: nauc_ndcg_at_100_max + value: 27.98822281254431 + - type: nauc_ndcg_at_100_std + value: 16.69456904301902 + - type: nauc_ndcg_at_10_diff1 + value: 25.972279051109503 + - type: nauc_ndcg_at_10_max + value: 24.86486482734957 + - type: nauc_ndcg_at_10_std + value: 10.398605822106353 + - type: nauc_ndcg_at_1_diff1 + value: 36.134710485184826 + - type: nauc_ndcg_at_1_max + value: 25.384572790326025 + - type: nauc_ndcg_at_1_std + value: 4.591863033771824 + - type: nauc_ndcg_at_20_diff1 + value: 25.850033660205536 + - type: nauc_ndcg_at_20_max + value: 25.944243193140515 + - type: nauc_ndcg_at_20_std + value: 12.392409721204892 + - type: nauc_ndcg_at_3_diff1 + value: 29.1966056380018 + - type: nauc_ndcg_at_3_max + value: 24.978843156259913 + - type: nauc_ndcg_at_3_std + value: 7.353914459205087 + - type: nauc_ndcg_at_5_diff1 + value: 26.795315295756282 + - type: nauc_ndcg_at_5_max + value: 24.1196789150412 + - type: nauc_ndcg_at_5_std + value: 8.311970988265172 + - type: nauc_precision_at_1000_diff1 + value: 9.128270550217984 + - type: nauc_precision_at_1000_max + value: 35.79286915973607 + - type: nauc_precision_at_1000_std + value: 39.15669472887154 + - type: nauc_precision_at_100_diff1 + value: 14.770289799034384 + - type: nauc_precision_at_100_max + value: 34.58262232264337 + - type: nauc_precision_at_100_std + value: 34.101148102981384 + - type: nauc_precision_at_10_diff1 + value: 19.899104673118178 + - type: nauc_precision_at_10_max + value: 26.636940338985625 + - type: nauc_precision_at_10_std + value: 15.73871357255849 + - type: nauc_precision_at_1_diff1 + value: 36.134710485184826 + - type: nauc_precision_at_1_max + value: 25.384572790326025 + - type: nauc_precision_at_1_std + value: 4.591863033771824 + - type: nauc_precision_at_20_diff1 + value: 19.423457975148942 + - type: nauc_precision_at_20_max + value: 29.58123490878582 + - type: nauc_precision_at_20_std + value: 20.847850110821618 + - type: nauc_precision_at_3_diff1 + value: 24.986416623492918 + - type: nauc_precision_at_3_max + value: 25.973548400472975 + - type: nauc_precision_at_3_std + value: 9.486410455972823 + - type: nauc_precision_at_5_diff1 + value: 21.237741424923332 + - type: nauc_precision_at_5_max + value: 24.647141028200164 + - type: nauc_precision_at_5_std + value: 11.102785032334147 + - type: nauc_recall_at_1000_diff1 + value: 15.999714888817829 + - type: nauc_recall_at_1000_max + value: 44.34701908906545 + - type: nauc_recall_at_1000_std + value: 51.13471291594717 + - type: nauc_recall_at_100_diff1 + value: 17.401714890483706 + - type: nauc_recall_at_100_max + value: 33.39042631654808 + - type: nauc_recall_at_100_std + value: 33.944446168451584 + - type: nauc_recall_at_10_diff1 + value: 20.30036232399894 + - type: nauc_recall_at_10_max + value: 24.006718284396786 + - type: nauc_recall_at_10_std + value: 14.049375108518669 + - type: nauc_recall_at_1_diff1 + value: 37.405452629895514 + - type: nauc_recall_at_1_max + value: 24.444208978394023 + - type: nauc_recall_at_1_std + value: 4.043820373810528 + - type: nauc_recall_at_20_diff1 + value: 20.23582802609045 + - type: nauc_recall_at_20_max + value: 26.408063410785243 + - type: nauc_recall_at_20_std + value: 18.617479515468112 + - type: nauc_recall_at_3_diff1 + value: 25.53221830103098 + - type: nauc_recall_at_3_max + value: 24.283712329152678 + - type: nauc_recall_at_3_std + value: 8.428947805841867 + - type: nauc_recall_at_5_diff1 + value: 21.741499601020823 + - type: nauc_recall_at_5_max + value: 22.754924586295296 + - type: nauc_recall_at_5_std + value: 9.966736688169814 + - type: ndcg_at_1 + value: 8.977 + - type: ndcg_at_10 + value: 16.227 + - type: ndcg_at_100 + value: 21.417 + - type: ndcg_at_1000 + value: 24.451 + - type: ndcg_at_20 + value: 17.982 + - type: ndcg_at_3 + value: 12.206999999999999 + - type: ndcg_at_5 + value: 14.059 + - type: precision_at_1 + value: 8.977 + - type: precision_at_10 + value: 2.933 + - type: precision_at_100 + value: 0.59 + - type: precision_at_1000 + value: 0.087 + - type: precision_at_20 + value: 1.8599999999999999 + - type: precision_at_3 + value: 5.550999999999999 + - type: precision_at_5 + value: 4.340999999999999 + - type: recall_at_1 + value: 8.082 + - type: recall_at_10 + value: 25.52 + - type: recall_at_100 + value: 50.32 + - type: recall_at_1000 + value: 74.021 + - type: recall_at_20 + value: 32.229 + - type: recall_at_3 + value: 14.66 + - type: recall_at_5 + value: 19.062 + task: + type: Retrieval + - dataset: + config: default + name: MTEB GermanDPR (default) + revision: 5129d02422a66be600ac89cd3e8531b4f97d347d + split: test + type: deepset/germandpr + metrics: + - type: main_score + value: 82.422 + - type: map_at_1 + value: 64.39 + - type: map_at_10 + value: 77.273 + - type: map_at_100 + value: 77.375 + - type: map_at_1000 + value: 77.376 + - type: map_at_20 + value: 77.351 + - type: map_at_3 + value: 75.46300000000001 + - type: map_at_5 + value: 76.878 + - type: mrr_at_1 + value: 64.19512195121952 + - type: mrr_at_10 + value: 77.15842044134736 + - type: mrr_at_100 + value: 77.2604854308704 + - type: mrr_at_1000 + value: 77.26087882190109 + - type: mrr_at_20 + value: 77.23572154560611 + - type: mrr_at_3 + value: 75.34959349593504 + - type: mrr_at_5 + value: 76.76422764227652 + - type: nauc_map_at_1000_diff1 + value: 49.73135253389972 + - type: nauc_map_at_1000_max + value: 8.665570717396145 + - type: nauc_map_at_1000_std + value: -25.920927572114522 + - type: nauc_map_at_100_diff1 + value: 49.729170775336605 + - type: nauc_map_at_100_max + value: 8.66717979705074 + - type: nauc_map_at_100_std + value: -25.918338868918596 + - type: nauc_map_at_10_diff1 + value: 49.708681691445925 + - type: nauc_map_at_10_max + value: 8.830640635692113 + - type: nauc_map_at_10_std + value: -25.843238986304858 + - type: nauc_map_at_1_diff1 + value: 51.750022350988914 + - type: nauc_map_at_1_max + value: 3.599863010364626 + - type: nauc_map_at_1_std + value: -27.670122127567314 + - type: nauc_map_at_20_diff1 + value: 49.72609185887161 + - type: nauc_map_at_20_max + value: 8.766556053409218 + - type: nauc_map_at_20_std + value: -25.85975887517904 + - type: nauc_map_at_3_diff1 + value: 49.328512536255595 + - type: nauc_map_at_3_max + value: 9.475682028996795 + - type: nauc_map_at_3_std + value: -26.277349632171017 + - type: nauc_map_at_5_diff1 + value: 49.42801822186142 + - type: nauc_map_at_5_max + value: 8.788822474357252 + - type: nauc_map_at_5_std + value: -25.959260882028573 + - type: nauc_mrr_at_1000_diff1 + value: 50.13038598302397 + - type: nauc_mrr_at_1000_max + value: 8.734338637484832 + - type: nauc_mrr_at_1000_std + value: -26.653343549855908 + - type: nauc_mrr_at_100_diff1 + value: 50.12820392111392 + - type: nauc_mrr_at_100_max + value: 8.735940503917966 + - type: nauc_mrr_at_100_std + value: -26.65074918231251 + - type: nauc_mrr_at_10_diff1 + value: 50.10567888458267 + - type: nauc_mrr_at_10_max + value: 8.898451291748575 + - type: nauc_mrr_at_10_std + value: -26.572046921975655 + - type: nauc_mrr_at_1_diff1 + value: 52.22769994409465 + - type: nauc_mrr_at_1_max + value: 3.6490820146062015 + - type: nauc_mrr_at_1_std + value: -28.535100562320498 + - type: nauc_mrr_at_20_diff1 + value: 50.12462222100699 + - type: nauc_mrr_at_20_max + value: 8.83487018268756 + - type: nauc_mrr_at_20_std + value: -26.591437036958332 + - type: nauc_mrr_at_3_diff1 + value: 49.6987353700016 + - type: nauc_mrr_at_3_max + value: 9.531003760756258 + - type: nauc_mrr_at_3_std + value: -26.949799063124818 + - type: nauc_mrr_at_5_diff1 + value: 49.823881656376585 + - type: nauc_mrr_at_5_max + value: 8.850404667985085 + - type: nauc_mrr_at_5_std + value: -26.680008966088582 + - type: nauc_ndcg_at_1000_diff1 + value: 49.41721203361181 + - type: nauc_ndcg_at_1000_max + value: 9.41093067609825 + - type: nauc_ndcg_at_1000_std + value: -25.499543637737567 + - type: nauc_ndcg_at_100_diff1 + value: 49.32810419509252 + - type: nauc_ndcg_at_100_max + value: 9.476216458766897 + - type: nauc_ndcg_at_100_std + value: -25.393856250990414 + - type: nauc_ndcg_at_10_diff1 + value: 49.181984436623694 + - type: nauc_ndcg_at_10_max + value: 10.65234732763274 + - type: nauc_ndcg_at_10_std + value: -24.737669349012297 + - type: nauc_ndcg_at_1_diff1 + value: 51.750022350988914 + - type: nauc_ndcg_at_1_max + value: 3.599863010364626 + - type: nauc_ndcg_at_1_std + value: -27.670122127567314 + - type: nauc_ndcg_at_20_diff1 + value: 49.275394594995056 + - type: nauc_ndcg_at_20_max + value: 10.402059796651923 + - type: nauc_ndcg_at_20_std + value: -24.82329915806705 + - type: nauc_ndcg_at_3_diff1 + value: 48.22614352152889 + - type: nauc_ndcg_at_3_max + value: 11.67464280791404 + - type: nauc_ndcg_at_3_std + value: -25.867824868234095 + - type: nauc_ndcg_at_5_diff1 + value: 48.35583502987241 + - type: nauc_ndcg_at_5_max + value: 10.494278750448451 + - type: nauc_ndcg_at_5_std + value: -25.11599634172764 + - type: nauc_precision_at_1000_diff1 + value: .nan + - type: nauc_precision_at_1000_max + value: .nan + - type: nauc_precision_at_1000_std + value: .nan + - type: nauc_precision_at_100_diff1 + value: -56.39478136433852 + - type: nauc_precision_at_100_max + value: 86.93518577529493 + - type: nauc_precision_at_100_std + value: 100.0 + - type: nauc_precision_at_10_diff1 + value: 38.662829729133094 + - type: nauc_precision_at_10_max + value: 56.38018435740605 + - type: nauc_precision_at_10_std + value: 6.288091897081105 + - type: nauc_precision_at_1_diff1 + value: 51.750022350988914 + - type: nauc_precision_at_1_max + value: 3.599863010364626 + - type: nauc_precision_at_1_std + value: -27.670122127567314 + - type: nauc_precision_at_20_diff1 + value: 34.739153182429085 + - type: nauc_precision_at_20_max + value: 84.86908403000989 + - type: nauc_precision_at_20_std + value: 29.156199421219455 + - type: nauc_precision_at_3_diff1 + value: 42.09287362529135 + - type: nauc_precision_at_3_max + value: 23.629152759287074 + - type: nauc_precision_at_3_std + value: -23.721376911302492 + - type: nauc_precision_at_5_diff1 + value: 36.03866171924644 + - type: nauc_precision_at_5_max + value: 29.166173558775327 + - type: nauc_precision_at_5_std + value: -15.096374563068448 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: -56.39478136433541 + - type: nauc_recall_at_100_max + value: 86.93518577528111 + - type: nauc_recall_at_100_std + value: 100.0 + - type: nauc_recall_at_10_diff1 + value: 38.66282972913384 + - type: nauc_recall_at_10_max + value: 56.3801843574071 + - type: nauc_recall_at_10_std + value: 6.288091897082639 + - type: nauc_recall_at_1_diff1 + value: 51.750022350988914 + - type: nauc_recall_at_1_max + value: 3.599863010364626 + - type: nauc_recall_at_1_std + value: -27.670122127567314 + - type: nauc_recall_at_20_diff1 + value: 34.7391531824321 + - type: nauc_recall_at_20_max + value: 84.86908403001016 + - type: nauc_recall_at_20_std + value: 29.156199421220748 + - type: nauc_recall_at_3_diff1 + value: 42.09287362529107 + - type: nauc_recall_at_3_max + value: 23.629152759286946 + - type: nauc_recall_at_3_std + value: -23.72137691130291 + - type: nauc_recall_at_5_diff1 + value: 36.0386617192469 + - type: nauc_recall_at_5_max + value: 29.1661735587759 + - type: nauc_recall_at_5_std + value: -15.09637456306774 + - type: ndcg_at_1 + value: 64.39 + - type: ndcg_at_10 + value: 82.422 + - type: ndcg_at_100 + value: 82.86099999999999 + - type: ndcg_at_1000 + value: 82.87299999999999 + - type: ndcg_at_20 + value: 82.67999999999999 + - type: ndcg_at_3 + value: 78.967 + - type: ndcg_at_5 + value: 81.50699999999999 + - type: precision_at_1 + value: 64.39 + - type: precision_at_10 + value: 9.795 + - type: precision_at_100 + value: 0.9990000000000001 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.946 + - type: precision_at_3 + value: 29.691000000000003 + - type: precision_at_5 + value: 19.044 + - type: recall_at_1 + value: 64.39 + - type: recall_at_10 + value: 97.951 + - type: recall_at_100 + value: 99.902 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 98.92699999999999 + - type: recall_at_3 + value: 89.07300000000001 + - type: recall_at_5 + value: 95.22 + task: + type: Retrieval + - dataset: + config: default + name: MTEB GermanQuAD-Retrieval (default) + revision: f5c87ae5a2e7a5106606314eef45255f03151bb3 + split: test + type: mteb/germanquad-retrieval + metrics: + - type: main_score + value: 94.15532365396247 + - type: map_at_1 + value: 90.789 + - type: map_at_10 + value: 94.24 + - type: map_at_100 + value: 94.283 + - type: map_at_1000 + value: 94.284 + - type: map_at_20 + value: 94.272 + - type: map_at_3 + value: 93.913 + - type: map_at_5 + value: 94.155 + - type: mrr_at_1 + value: 90.78947368421053 + - type: mrr_at_10 + value: 94.23987411056376 + - type: mrr_at_100 + value: 94.28320936825 + - type: mrr_at_1000 + value: 94.28350209115848 + - type: mrr_at_20 + value: 94.271919092559 + - type: mrr_at_3 + value: 93.91258318209313 + - type: mrr_at_5 + value: 94.15532365396247 + - type: nauc_map_at_1000_diff1 + value: 89.29089310650436 + - type: nauc_map_at_1000_max + value: 73.83868784032414 + - type: nauc_map_at_1000_std + value: -11.635778561889989 + - type: nauc_map_at_100_diff1 + value: 89.29077225707755 + - type: nauc_map_at_100_max + value: 73.84002740580378 + - type: nauc_map_at_100_std + value: -11.644096256165092 + - type: nauc_map_at_10_diff1 + value: 89.29117612292366 + - type: nauc_map_at_10_max + value: 73.97487984981221 + - type: nauc_map_at_10_std + value: -11.35191794373827 + - type: nauc_map_at_1_diff1 + value: 89.35436544117584 + - type: nauc_map_at_1_max + value: 70.35936815057701 + - type: nauc_map_at_1_std + value: -13.598996360976903 + - type: nauc_map_at_20_diff1 + value: 89.2530394052653 + - type: nauc_map_at_20_max + value: 73.83537529419839 + - type: nauc_map_at_20_std + value: -11.628272822028478 + - type: nauc_map_at_3_diff1 + value: 89.375111893546 + - type: nauc_map_at_3_max + value: 74.78900366026112 + - type: nauc_map_at_3_std + value: -12.720905253503274 + - type: nauc_map_at_5_diff1 + value: 89.35358300820893 + - type: nauc_map_at_5_max + value: 74.31996219723239 + - type: nauc_map_at_5_std + value: -10.768642638210867 + - type: nauc_mrr_at_1000_diff1 + value: 89.29089310650436 + - type: nauc_mrr_at_1000_max + value: 73.83868784032414 + - type: nauc_mrr_at_1000_std + value: -11.635778561889989 + - type: nauc_mrr_at_100_diff1 + value: 89.29077225707755 + - type: nauc_mrr_at_100_max + value: 73.84002740580378 + - type: nauc_mrr_at_100_std + value: -11.644096256165092 + - type: nauc_mrr_at_10_diff1 + value: 89.29117612292366 + - type: nauc_mrr_at_10_max + value: 73.97487984981221 + - type: nauc_mrr_at_10_std + value: -11.35191794373827 + - type: nauc_mrr_at_1_diff1 + value: 89.35436544117584 + - type: nauc_mrr_at_1_max + value: 70.35936815057701 + - type: nauc_mrr_at_1_std + value: -13.598996360976903 + - type: nauc_mrr_at_20_diff1 + value: 89.2530394052653 + - type: nauc_mrr_at_20_max + value: 73.83537529419839 + - type: nauc_mrr_at_20_std + value: -11.628272822028478 + - type: nauc_mrr_at_3_diff1 + value: 89.375111893546 + - type: nauc_mrr_at_3_max + value: 74.78900366026112 + - type: nauc_mrr_at_3_std + value: -12.720905253503274 + - type: nauc_mrr_at_5_diff1 + value: 89.35358300820893 + - type: nauc_mrr_at_5_max + value: 74.31996219723239 + - type: nauc_mrr_at_5_std + value: -10.768642638210867 + - type: nauc_ndcg_at_1000_diff1 + value: 89.27620775856863 + - type: nauc_ndcg_at_1000_max + value: 74.2985757362615 + - type: nauc_ndcg_at_1000_std + value: -11.236142819703023 + - type: nauc_ndcg_at_100_diff1 + value: 89.27284787540731 + - type: nauc_ndcg_at_100_max + value: 74.33539303365968 + - type: nauc_ndcg_at_100_std + value: -11.469413615851936 + - type: nauc_ndcg_at_10_diff1 + value: 89.21496710661724 + - type: nauc_ndcg_at_10_max + value: 75.02035398490516 + - type: nauc_ndcg_at_10_std + value: -9.903255803665814 + - type: nauc_ndcg_at_1_diff1 + value: 89.35436544117584 + - type: nauc_ndcg_at_1_max + value: 70.35936815057701 + - type: nauc_ndcg_at_1_std + value: -13.598996360976903 + - type: nauc_ndcg_at_20_diff1 + value: 89.03561289544179 + - type: nauc_ndcg_at_20_max + value: 74.4006766600049 + - type: nauc_ndcg_at_20_std + value: -11.129237862587743 + - type: nauc_ndcg_at_3_diff1 + value: 89.46540193201693 + - type: nauc_ndcg_at_3_max + value: 76.87093548368378 + - type: nauc_ndcg_at_3_std + value: -12.484902872086767 + - type: nauc_ndcg_at_5_diff1 + value: 89.39924941584766 + - type: nauc_ndcg_at_5_max + value: 75.96975269092722 + - type: nauc_ndcg_at_5_std + value: -8.180295581144833 + - type: nauc_precision_at_1000_diff1 + value: 100.0 + - type: nauc_precision_at_1000_max + value: 100.0 + - type: nauc_precision_at_1000_std + value: 100.0 + - type: nauc_precision_at_100_diff1 + value: 86.93074003795302 + - type: nauc_precision_at_100_max + value: 100.0 + - type: nauc_precision_at_100_std + value: -174.07785375176616 + - type: nauc_precision_at_10_diff1 + value: 87.43064119412082 + - type: nauc_precision_at_10_max + value: 90.60785783417448 + - type: nauc_precision_at_10_std + value: 15.378710059645906 + - type: nauc_precision_at_1_diff1 + value: 89.35436544117584 + - type: nauc_precision_at_1_max + value: 70.35936815057701 + - type: nauc_precision_at_1_std + value: -13.598996360976903 + - type: nauc_precision_at_20_diff1 + value: 78.78206037685919 + - type: nauc_precision_at_20_max + value: 82.52264166455923 + - type: nauc_precision_at_20_std + value: -5.95806599216658 + - type: nauc_precision_at_3_diff1 + value: 90.12709256456401 + - type: nauc_precision_at_3_max + value: 90.72678805838154 + - type: nauc_precision_at_3_std + value: -11.047599315631993 + - type: nauc_precision_at_5_diff1 + value: 89.9066873566561 + - type: nauc_precision_at_5_max + value: 93.51571626543664 + - type: nauc_precision_at_5_std + value: 22.632403279126162 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: 86.93074003793416 + - type: nauc_recall_at_100_max + value: 100.0 + - type: nauc_recall_at_100_std + value: -174.07785375175723 + - type: nauc_recall_at_10_diff1 + value: 87.43064119411991 + - type: nauc_recall_at_10_max + value: 90.60785783417579 + - type: nauc_recall_at_10_std + value: 15.378710059643607 + - type: nauc_recall_at_1_diff1 + value: 89.35436544117584 + - type: nauc_recall_at_1_max + value: 70.35936815057701 + - type: nauc_recall_at_1_std + value: -13.598996360976903 + - type: nauc_recall_at_20_diff1 + value: 78.78206037685645 + - type: nauc_recall_at_20_max + value: 82.52264166455791 + - type: nauc_recall_at_20_std + value: -5.958065992168697 + - type: nauc_recall_at_3_diff1 + value: 90.12709256456463 + - type: nauc_recall_at_3_max + value: 90.7267880583832 + - type: nauc_recall_at_3_std + value: -11.047599315631881 + - type: nauc_recall_at_5_diff1 + value: 89.90668735665676 + - type: nauc_recall_at_5_max + value: 93.51571626543753 + - type: nauc_recall_at_5_std + value: 22.632403279126112 + - type: ndcg_at_1 + value: 90.789 + - type: ndcg_at_10 + value: 95.46 + - type: ndcg_at_100 + value: 95.652 + - type: ndcg_at_1000 + value: 95.659 + - type: ndcg_at_20 + value: 95.575 + - type: ndcg_at_3 + value: 94.82000000000001 + - type: ndcg_at_5 + value: 95.26400000000001 + - type: precision_at_1 + value: 90.789 + - type: precision_at_10 + value: 9.908999999999999 + - type: precision_at_100 + value: 1.0 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.977 + - type: precision_at_3 + value: 32.471 + - type: precision_at_5 + value: 19.701 + - type: recall_at_1 + value: 90.789 + - type: recall_at_10 + value: 99.093 + - type: recall_at_100 + value: 99.955 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 99.546 + - type: recall_at_3 + value: 97.414 + - type: recall_at_5 + value: 98.503 + task: + type: Retrieval + - dataset: + config: default + name: MTEB GermanSTSBenchmark (default) + revision: e36907544d44c3a247898ed81540310442329e20 + split: test + type: jinaai/german-STSbenchmark + metrics: + - type: cosine_pearson + value: 86.55319003300265 + - type: cosine_spearman + value: 87.50267373081324 + - type: euclidean_pearson + value: 87.41630636501863 + - type: euclidean_spearman + value: 88.02170803409365 + - type: main_score + value: 87.50267373081324 + - type: manhattan_pearson + value: 87.33703179056744 + - type: manhattan_spearman + value: 87.99192826922514 + - type: pearson + value: 86.55319003300265 + - type: spearman + value: 87.50267373081324 + task: + type: STS + - dataset: + config: default + name: MTEB HALClusteringS2S (default) + revision: e06ebbbb123f8144bef1a5d18796f3dec9ae2915 + split: test + type: lyon-nlp/clustering-hal-s2s + metrics: + - type: main_score + value: 27.477557517301303 + - type: v_measure + value: 27.477557517301303 + - type: v_measure_std + value: 3.3525736581861336 + task: + type: Clustering + - dataset: + config: default + name: MTEB HeadlineClassification (default) + revision: 2fe05ee6b5832cda29f2ef7aaad7b7fe6a3609eb + split: test + type: ai-forever/headline-classification + metrics: + - type: accuracy + value: 75.0830078125 + - type: f1 + value: 75.08863209267814 + - type: f1_weighted + value: 75.08895979060917 + - type: main_score + value: 75.0830078125 + task: + type: Classification + - dataset: + config: default + name: MTEB HotpotQA (default) + revision: ab518f4d6fcca38d87c25209f94beba119d02014 + split: test + type: mteb/hotpotqa + metrics: + - type: map_at_1 + value: 38.143 + - type: map_at_10 + value: 55.916999999999994 + - type: map_at_100 + value: 56.706 + - type: map_at_1000 + value: 56.77100000000001 + - type: map_at_20 + value: 56.367 + - type: map_at_3 + value: 53.111 + - type: map_at_5 + value: 54.839000000000006 + - type: mrr_at_1 + value: 76.286 + - type: mrr_at_10 + value: 81.879 + - type: mrr_at_100 + value: 82.09100000000001 + - type: mrr_at_1000 + value: 82.101 + - type: mrr_at_20 + value: 82.01 + - type: mrr_at_3 + value: 80.972 + - type: mrr_at_5 + value: 81.537 + - type: ndcg_at_1 + value: 76.286 + - type: ndcg_at_10 + value: 64.673 + - type: ndcg_at_100 + value: 67.527 + - type: ndcg_at_1000 + value: 68.857 + - type: ndcg_at_20 + value: 65.822 + - type: ndcg_at_3 + value: 60.616 + - type: ndcg_at_5 + value: 62.827999999999996 + - type: precision_at_1 + value: 76.286 + - type: precision_at_10 + value: 13.196 + - type: precision_at_100 + value: 1.544 + - type: precision_at_1000 + value: 0.172 + - type: precision_at_20 + value: 6.968000000000001 + - type: precision_at_3 + value: 37.992 + - type: precision_at_5 + value: 24.54 + - type: recall_at_1 + value: 38.143 + - type: recall_at_10 + value: 65.982 + - type: recall_at_100 + value: 77.225 + - type: recall_at_1000 + value: 86.077 + - type: recall_at_20 + value: 69.68299999999999 + - type: recall_at_3 + value: 56.989000000000004 + - type: recall_at_5 + value: 61.35 + - type: main_score + value: 64.673 + task: + type: Retrieval + - dataset: + config: default + name: MTEB IFlyTek (default) + revision: 421605374b29664c5fc098418fe20ada9bd55f8a + split: validation + type: C-MTEB/IFlyTek-classification + metrics: + - type: accuracy + value: 41.67756829549827 + - type: f1 + value: 33.929325579581636 + - type: f1_weighted + value: 43.03952025643197 + - type: main_score + value: 41.67756829549827 + task: + type: Classification + - dataset: + config: default + name: MTEB ImdbClassification (default) + revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7 + split: test + type: mteb/imdb + metrics: + - type: accuracy + value: 91.90440000000001 + - type: ap + value: 88.78663714603425 + - type: ap_weighted + value: 88.78663714603425 + - type: f1 + value: 91.89564361975891 + - type: f1_weighted + value: 91.89564361975891 + - type: main_score + value: 91.90440000000001 + task: + type: Classification + - dataset: + config: default + name: MTEB InappropriatenessClassification (default) + revision: 601651fdc45ef243751676e62dd7a19f491c0285 + split: test + type: ai-forever/inappropriateness-classification + metrics: + - type: accuracy + value: 61.0498046875 + - type: ap + value: 57.04240566648215 + - type: ap_weighted + value: 57.04240566648215 + - type: f1 + value: 60.867630038606954 + - type: f1_weighted + value: 60.867630038606954 + - type: main_score + value: 61.0498046875 + task: + type: Classification + - dataset: + config: default + name: MTEB JDReview (default) + revision: b7c64bd89eb87f8ded463478346f76731f07bf8b + split: test + type: C-MTEB/JDReview-classification + metrics: + - type: accuracy + value: 83.50844277673546 + - type: ap + value: 48.46732380712268 + - type: ap_weighted + value: 48.46732380712268 + - type: f1 + value: 77.43967451387445 + - type: f1_weighted + value: 84.78462929014114 + - type: main_score + value: 83.50844277673546 + task: + type: Classification + - dataset: + config: default + name: MTEB KinopoiskClassification (default) + revision: 5911f26666ac11af46cb9c6849d0dc80a378af24 + split: test + type: ai-forever/kinopoisk-sentiment-classification + metrics: + - type: accuracy + value: 62.393333333333324 + - type: f1 + value: 61.35940129568015 + - type: f1_weighted + value: 61.35940129568015 + - type: main_score + value: 62.393333333333324 + task: + type: Classification + - dataset: + config: default + name: MTEB LCQMC (default) + revision: 17f9b096f80380fce5ed12a9be8be7784b337daf + split: test + type: C-MTEB/LCQMC + metrics: + - type: cosine_pearson + value: 67.74375505907872 + - type: cosine_spearman + value: 75.94582231399434 + - type: euclidean_pearson + value: 74.52501692443582 + - type: euclidean_spearman + value: 75.88428434746646 + - type: main_score + value: 75.94582231399434 + - type: manhattan_pearson + value: 74.55015441749529 + - type: manhattan_spearman + value: 75.83288262176175 + - type: pearson + value: 67.74375505907872 + - type: spearman + value: 75.94582231399434 + task: + type: STS + - dataset: + config: default + name: MTEB LEMBNarrativeQARetrieval (default) + revision: 6e346642246bfb4928c560ee08640dc84d074e8c + split: test + type: dwzhu/LongEmbed + metrics: + - type: map_at_1 + value: 23.093 + - type: map_at_10 + value: 30.227999999999998 + - type: map_at_100 + value: 31.423000000000002 + - type: map_at_1000 + value: 31.533 + - type: map_at_20 + value: 30.835 + - type: map_at_3 + value: 27.983999999999998 + - type: map_at_5 + value: 29.253 + - type: mrr_at_1 + value: 23.093 + - type: mrr_at_10 + value: 30.227999999999998 + - type: mrr_at_100 + value: 31.423000000000002 + - type: mrr_at_1000 + value: 31.533 + - type: mrr_at_20 + value: 30.835 + - type: mrr_at_3 + value: 27.983999999999998 + - type: mrr_at_5 + value: 29.253 + - type: ndcg_at_1 + value: 23.093 + - type: ndcg_at_10 + value: 34.297 + - type: ndcg_at_100 + value: 41.049 + - type: ndcg_at_1000 + value: 43.566 + - type: ndcg_at_20 + value: 36.52 + - type: ndcg_at_3 + value: 29.629 + - type: ndcg_at_5 + value: 31.926 + - type: precision_at_1 + value: 23.093 + - type: precision_at_10 + value: 4.735 + - type: precision_at_100 + value: 0.8109999999999999 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 2.8080000000000003 + - type: precision_at_3 + value: 11.468 + - type: precision_at_5 + value: 8.001 + - type: recall_at_1 + value: 23.093 + - type: recall_at_10 + value: 47.354 + - type: recall_at_100 + value: 81.147 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 56.16799999999999 + - type: recall_at_3 + value: 34.405 + - type: recall_at_5 + value: 40.004 + - type: main_score + value: 34.297 + task: + type: Retrieval + - dataset: + config: default + name: MTEB LEMBNeedleRetrieval (default) + revision: 6e346642246bfb4928c560ee08640dc84d074e8c + split: test_256 + type: dwzhu/LongEmbed + metrics: + - type: map_at_1 + value: 64.0 + - type: map_at_10 + value: 77.083 + - type: map_at_100 + value: 77.265 + - type: map_at_1000 + value: 77.265 + - type: map_at_20 + value: 77.265 + - type: map_at_3 + value: 76.333 + - type: map_at_5 + value: 76.833 + - type: mrr_at_1 + value: 64.0 + - type: mrr_at_10 + value: 77.083 + - type: mrr_at_100 + value: 77.265 + - type: mrr_at_1000 + value: 77.265 + - type: mrr_at_20 + value: 77.265 + - type: mrr_at_3 + value: 76.333 + - type: mrr_at_5 + value: 76.833 + - type: ndcg_at_1 + value: 64.0 + - type: ndcg_at_10 + value: 82.325 + - type: ndcg_at_100 + value: 82.883 + - type: ndcg_at_1000 + value: 82.883 + - type: ndcg_at_20 + value: 82.883 + - type: ndcg_at_3 + value: 80.833 + - type: ndcg_at_5 + value: 81.694 + - type: precision_at_1 + value: 64.0 + - type: precision_at_10 + value: 9.8 + - type: precision_at_100 + value: 1.0 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 5.0 + - type: precision_at_3 + value: 31.333 + - type: precision_at_5 + value: 19.2 + - type: recall_at_1 + value: 64.0 + - type: recall_at_10 + value: 98.0 + - type: recall_at_100 + value: 100.0 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 100.0 + - type: recall_at_3 + value: 94.0 + - type: recall_at_5 + value: 96.0 + - type: main_score + value: 64.0 + task: + type: Retrieval + - dataset: + config: default + name: MTEB LEMBPasskeyRetrieval (default) + revision: 6e346642246bfb4928c560ee08640dc84d074e8c + split: test_256 + type: dwzhu/LongEmbed + metrics: + - type: map_at_1 + value: 100.0 + - type: map_at_10 + value: 100.0 + - type: map_at_100 + value: 100.0 + - type: map_at_1000 + value: 100.0 + - type: map_at_20 + value: 100.0 + - type: map_at_3 + value: 100.0 + - type: map_at_5 + value: 100.0 + - type: mrr_at_1 + value: 100.0 + - type: mrr_at_10 + value: 100.0 + - type: mrr_at_100 + value: 100.0 + - type: mrr_at_1000 + value: 100.0 + - type: mrr_at_20 + value: 100.0 + - type: mrr_at_3 + value: 100.0 + - type: mrr_at_5 + value: 100.0 + - type: ndcg_at_1 + value: 100.0 + - type: ndcg_at_10 + value: 100.0 + - type: ndcg_at_100 + value: 100.0 + - type: ndcg_at_1000 + value: 100.0 + - type: ndcg_at_20 + value: 100.0 + - type: ndcg_at_3 + value: 100.0 + - type: ndcg_at_5 + value: 100.0 + - type: precision_at_1 + value: 100.0 + - type: precision_at_10 + value: 10.0 + - type: precision_at_100 + value: 1.0 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 5.0 + - type: precision_at_3 + value: 33.333 + - type: precision_at_5 + value: 20.0 + - type: recall_at_1 + value: 100.0 + - type: recall_at_10 + value: 100.0 + - type: recall_at_100 + value: 100.0 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 100.0 + - type: recall_at_3 + value: 100.0 + - type: recall_at_5 + value: 100.0 + - type: main_score + value: 100.0 + task: + type: Retrieval + - dataset: + config: default + name: MTEB LEMBQMSumRetrieval (default) + revision: 6e346642246bfb4928c560ee08640dc84d074e8c + split: test + type: dwzhu/LongEmbed + metrics: + - type: map_at_1 + value: 24.361 + - type: map_at_10 + value: 33.641 + - type: map_at_100 + value: 35.104 + - type: map_at_1000 + value: 35.127 + - type: map_at_20 + value: 34.388999999999996 + - type: map_at_3 + value: 30.255 + - type: map_at_5 + value: 32.079 + - type: mrr_at_1 + value: 24.361 + - type: mrr_at_10 + value: 33.641 + - type: mrr_at_100 + value: 35.104 + - type: mrr_at_1000 + value: 35.127 + - type: mrr_at_20 + value: 34.388999999999996 + - type: mrr_at_3 + value: 30.255 + - type: mrr_at_5 + value: 32.079 + - type: ndcg_at_1 + value: 24.361 + - type: ndcg_at_10 + value: 39.337 + - type: ndcg_at_100 + value: 47.384 + - type: ndcg_at_1000 + value: 47.75 + - type: ndcg_at_20 + value: 42.077999999999996 + - type: ndcg_at_3 + value: 32.235 + - type: ndcg_at_5 + value: 35.524 + - type: precision_at_1 + value: 24.361 + - type: precision_at_10 + value: 5.783 + - type: precision_at_100 + value: 0.975 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 3.435 + - type: precision_at_3 + value: 12.661 + - type: precision_at_5 + value: 9.193999999999999 + - type: recall_at_1 + value: 24.361 + - type: recall_at_10 + value: 57.826 + - type: recall_at_100 + value: 97.51100000000001 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 68.697 + - type: recall_at_3 + value: 37.983 + - type: recall_at_5 + value: 45.972 + - type: main_score + value: 39.337 + task: + type: Retrieval + - dataset: + config: default + name: MTEB LEMBSummScreenFDRetrieval (default) + revision: 6e346642246bfb4928c560ee08640dc84d074e8c + split: validation + type: dwzhu/LongEmbed + metrics: + - type: map_at_1 + value: 84.821 + - type: map_at_10 + value: 90.11200000000001 + - type: map_at_100 + value: 90.158 + - type: map_at_1000 + value: 90.158 + - type: map_at_20 + value: 90.137 + - type: map_at_3 + value: 89.385 + - type: map_at_5 + value: 89.876 + - type: mrr_at_1 + value: 84.821 + - type: mrr_at_10 + value: 90.11200000000001 + - type: mrr_at_100 + value: 90.158 + - type: mrr_at_1000 + value: 90.158 + - type: mrr_at_20 + value: 90.137 + - type: mrr_at_3 + value: 89.385 + - type: mrr_at_5 + value: 89.876 + - type: ndcg_at_1 + value: 84.821 + - type: ndcg_at_10 + value: 92.334 + - type: ndcg_at_100 + value: 92.535 + - type: ndcg_at_1000 + value: 92.535 + - type: ndcg_at_20 + value: 92.414 + - type: ndcg_at_3 + value: 90.887 + - type: ndcg_at_5 + value: 91.758 + - type: precision_at_1 + value: 84.821 + - type: precision_at_10 + value: 9.911 + - type: precision_at_100 + value: 1.0 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.97 + - type: precision_at_3 + value: 31.746000000000002 + - type: precision_at_5 + value: 19.464000000000002 + - type: recall_at_1 + value: 84.821 + - type: recall_at_10 + value: 99.107 + - type: recall_at_100 + value: 100.0 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 99.405 + - type: recall_at_3 + value: 95.238 + - type: recall_at_5 + value: 97.321 + - type: main_score + value: 92.334 + task: + type: Retrieval + - dataset: + config: default + name: MTEB LEMBWikimQARetrieval (default) + revision: 6e346642246bfb4928c560ee08640dc84d074e8c + split: test + type: dwzhu/LongEmbed + metrics: + - type: map_at_1 + value: 53.667 + - type: map_at_10 + value: 61.719 + - type: map_at_100 + value: 62.471 + - type: map_at_1000 + value: 62.492000000000004 + - type: map_at_20 + value: 62.153000000000006 + - type: map_at_3 + value: 59.167 + - type: map_at_5 + value: 60.95 + - type: mrr_at_1 + value: 53.667 + - type: mrr_at_10 + value: 61.719 + - type: mrr_at_100 + value: 62.471 + - type: mrr_at_1000 + value: 62.492000000000004 + - type: mrr_at_20 + value: 62.153000000000006 + - type: mrr_at_3 + value: 59.167 + - type: mrr_at_5 + value: 60.95 + - type: ndcg_at_1 + value: 53.667 + - type: ndcg_at_10 + value: 66.018 + - type: ndcg_at_100 + value: 69.726 + - type: ndcg_at_1000 + value: 70.143 + - type: ndcg_at_20 + value: 67.61399999999999 + - type: ndcg_at_3 + value: 60.924 + - type: ndcg_at_5 + value: 64.10900000000001 + - type: precision_at_1 + value: 53.667 + - type: precision_at_10 + value: 7.9670000000000005 + - type: precision_at_100 + value: 0.97 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.3 + - type: precision_at_3 + value: 22.0 + - type: precision_at_5 + value: 14.732999999999999 + - type: recall_at_1 + value: 53.667 + - type: recall_at_10 + value: 79.667 + - type: recall_at_100 + value: 97.0 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 86.0 + - type: recall_at_3 + value: 66.0 + - type: recall_at_5 + value: 73.667 + - type: main_score + value: 66.018 + task: + type: Retrieval + - dataset: + config: deu-deu + name: MTEB MLQARetrieval (deu-deu) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 67.548 + - type: map_at_1 + value: 56.559000000000005 + - type: map_at_10 + value: 63.867 + - type: map_at_100 + value: 64.429 + - type: map_at_1000 + value: 64.457 + - type: map_at_20 + value: 64.215 + - type: map_at_3 + value: 62.109 + - type: map_at_5 + value: 63.101 + - type: mrr_at_1 + value: 56.56990915134057 + - type: mrr_at_10 + value: 63.86820789324668 + - type: mrr_at_100 + value: 64.42973602152581 + - type: mrr_at_1000 + value: 64.45818598090155 + - type: mrr_at_20 + value: 64.2163052263868 + - type: mrr_at_3 + value: 62.10946155550634 + - type: mrr_at_5 + value: 63.10104143585199 + - type: nauc_map_at_1000_diff1 + value: 73.78440163370111 + - type: nauc_map_at_1000_max + value: 66.37875518052162 + - type: nauc_map_at_1000_std + value: -17.063915098135396 + - type: nauc_map_at_100_diff1 + value: 73.77180802985815 + - type: nauc_map_at_100_max + value: 66.38365998362033 + - type: nauc_map_at_100_std + value: -17.053345109661972 + - type: nauc_map_at_10_diff1 + value: 73.70041876696037 + - type: nauc_map_at_10_max + value: 66.33213342705997 + - type: nauc_map_at_10_std + value: -17.40657791273925 + - type: nauc_map_at_1_diff1 + value: 76.8784374396948 + - type: nauc_map_at_1_max + value: 64.07170606935357 + - type: nauc_map_at_1_std + value: -18.464213686790654 + - type: nauc_map_at_20_diff1 + value: 73.72371377231813 + - type: nauc_map_at_20_max + value: 66.42108121059451 + - type: nauc_map_at_20_std + value: -17.05384923889036 + - type: nauc_map_at_3_diff1 + value: 74.08287018839246 + - type: nauc_map_at_3_max + value: 66.42422337760333 + - type: nauc_map_at_3_std + value: -17.79503404131652 + - type: nauc_map_at_5_diff1 + value: 73.9294779027339 + - type: nauc_map_at_5_max + value: 66.51752041065726 + - type: nauc_map_at_5_std + value: -17.67309805113804 + - type: nauc_mrr_at_1000_diff1 + value: 73.78389736923545 + - type: nauc_mrr_at_1000_max + value: 66.37929720858341 + - type: nauc_mrr_at_1000_std + value: -17.058591711291278 + - type: nauc_mrr_at_100_diff1 + value: 73.77126451253136 + - type: nauc_mrr_at_100_max + value: 66.38405917246607 + - type: nauc_mrr_at_100_std + value: -17.047251035212863 + - type: nauc_mrr_at_10_diff1 + value: 73.69960470665124 + - type: nauc_mrr_at_10_max + value: 66.33265194210313 + - type: nauc_mrr_at_10_std + value: -17.399659076827998 + - type: nauc_mrr_at_1_diff1 + value: 76.8689850260726 + - type: nauc_mrr_at_1_max + value: 64.09858188287487 + - type: nauc_mrr_at_1_std + value: -18.46064784201847 + - type: nauc_mrr_at_20_diff1 + value: 73.72312682063128 + - type: nauc_mrr_at_20_max + value: 66.42181932858745 + - type: nauc_mrr_at_20_std + value: -17.04690257511092 + - type: nauc_mrr_at_3_diff1 + value: 74.08287018839246 + - type: nauc_mrr_at_3_max + value: 66.42422337760333 + - type: nauc_mrr_at_3_std + value: -17.79503404131652 + - type: nauc_mrr_at_5_diff1 + value: 73.9294779027339 + - type: nauc_mrr_at_5_max + value: 66.51752041065726 + - type: nauc_mrr_at_5_std + value: -17.67309805113804 + - type: nauc_ndcg_at_1000_diff1 + value: 72.97825548342801 + - type: nauc_ndcg_at_1000_max + value: 66.96275437178257 + - type: nauc_ndcg_at_1000_std + value: -15.611902299641587 + - type: nauc_ndcg_at_100_diff1 + value: 72.58724738936613 + - type: nauc_ndcg_at_100_max + value: 67.16774012704182 + - type: nauc_ndcg_at_100_std + value: -14.945088654796812 + - type: nauc_ndcg_at_10_diff1 + value: 72.16253640477947 + - type: nauc_ndcg_at_10_max + value: 67.01746849484621 + - type: nauc_ndcg_at_10_std + value: -16.46102507270809 + - type: nauc_ndcg_at_1_diff1 + value: 76.8689850260726 + - type: nauc_ndcg_at_1_max + value: 64.09858188287487 + - type: nauc_ndcg_at_1_std + value: -18.46064784201847 + - type: nauc_ndcg_at_20_diff1 + value: 72.19995325129975 + - type: nauc_ndcg_at_20_max + value: 67.39639713797962 + - type: nauc_ndcg_at_20_std + value: -15.091689370748531 + - type: nauc_ndcg_at_3_diff1 + value: 73.13123604206514 + - type: nauc_ndcg_at_3_max + value: 67.23123167871547 + - type: nauc_ndcg_at_3_std + value: -17.492755234009156 + - type: nauc_ndcg_at_5_diff1 + value: 72.8154718929895 + - type: nauc_ndcg_at_5_max + value: 67.44578008373777 + - type: nauc_ndcg_at_5_std + value: -17.251840358751362 + - type: nauc_precision_at_1000_diff1 + value: 47.89748325983604 + - type: nauc_precision_at_1000_max + value: 70.47466197804906 + - type: nauc_precision_at_1000_std + value: 72.66193512114775 + - type: nauc_precision_at_100_diff1 + value: 59.493743734005356 + - type: nauc_precision_at_100_max + value: 74.02140147220713 + - type: nauc_precision_at_100_std + value: 17.26664098026236 + - type: nauc_precision_at_10_diff1 + value: 64.94415011040277 + - type: nauc_precision_at_10_max + value: 69.6963814950747 + - type: nauc_precision_at_10_std + value: -11.663043657012954 + - type: nauc_precision_at_1_diff1 + value: 76.8689850260726 + - type: nauc_precision_at_1_max + value: 64.09858188287487 + - type: nauc_precision_at_1_std + value: -18.46064784201847 + - type: nauc_precision_at_20_diff1 + value: 63.145886909986416 + - type: nauc_precision_at_20_max + value: 72.95708033630744 + - type: nauc_precision_at_20_std + value: -1.5039593629280323 + - type: nauc_precision_at_3_diff1 + value: 69.88902201644449 + - type: nauc_precision_at_3_max + value: 69.80499971089935 + - type: nauc_precision_at_3_std + value: -16.444680766676647 + - type: nauc_precision_at_5_diff1 + value: 68.60869967062919 + - type: nauc_precision_at_5_max + value: 70.75998207564281 + - type: nauc_precision_at_5_std + value: -15.62613396998262 + - type: nauc_recall_at_1000_diff1 + value: 62.6646436338833 + - type: nauc_recall_at_1000_max + value: 86.17801636476078 + - type: nauc_recall_at_1000_std + value: 71.84718775540334 + - type: nauc_recall_at_100_diff1 + value: 61.110492191439505 + - type: nauc_recall_at_100_max + value: 75.45730686603042 + - type: nauc_recall_at_100_std + value: 16.202465011589428 + - type: nauc_recall_at_10_diff1 + value: 65.1522196516815 + - type: nauc_recall_at_10_max + value: 69.7626435962161 + - type: nauc_recall_at_10_std + value: -11.801178474770449 + - type: nauc_recall_at_1_diff1 + value: 76.8784374396948 + - type: nauc_recall_at_1_max + value: 64.07170606935357 + - type: nauc_recall_at_1_std + value: -18.464213686790654 + - type: nauc_recall_at_20_diff1 + value: 63.40332739504143 + - type: nauc_recall_at_20_max + value: 73.04113661090965 + - type: nauc_recall_at_20_std + value: -1.6609741140266947 + - type: nauc_recall_at_3_diff1 + value: 70.03728086098866 + - type: nauc_recall_at_3_max + value: 69.85953774320521 + - type: nauc_recall_at_3_std + value: -16.482993123411706 + - type: nauc_recall_at_5_diff1 + value: 68.77396121765933 + - type: nauc_recall_at_5_max + value: 70.8231205493519 + - type: nauc_recall_at_5_std + value: -15.668037770700863 + - type: ndcg_at_1 + value: 56.57 + - type: ndcg_at_10 + value: 67.548 + - type: ndcg_at_100 + value: 70.421 + - type: ndcg_at_1000 + value: 71.198 + - type: ndcg_at_20 + value: 68.829 + - type: ndcg_at_3 + value: 63.88700000000001 + - type: ndcg_at_5 + value: 65.689 + - type: precision_at_1 + value: 56.57 + - type: precision_at_10 + value: 7.922 + - type: precision_at_100 + value: 0.9299999999999999 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.216 + - type: precision_at_3 + value: 23.015 + - type: precision_at_5 + value: 14.691 + - type: recall_at_1 + value: 56.559000000000005 + - type: recall_at_10 + value: 79.182 + - type: recall_at_100 + value: 92.946 + - type: recall_at_1000 + value: 99.092 + - type: recall_at_20 + value: 84.27900000000001 + - type: recall_at_3 + value: 69.023 + - type: recall_at_5 + value: 73.432 + task: + type: Retrieval + - dataset: + config: deu-spa + name: MTEB MLQARetrieval (deu-spa) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 70.645 + - type: map_at_1 + value: 58.423 + - type: map_at_10 + value: 66.613 + - type: map_at_100 + value: 67.14099999999999 + - type: map_at_1000 + value: 67.161 + - type: map_at_20 + value: 66.965 + - type: map_at_3 + value: 64.714 + - type: map_at_5 + value: 65.835 + - type: mrr_at_1 + value: 58.4225352112676 + - type: mrr_at_10 + value: 66.61321260898735 + - type: mrr_at_100 + value: 67.13991570812132 + - type: mrr_at_1000 + value: 67.1598532168174 + - type: mrr_at_20 + value: 66.96384710024888 + - type: mrr_at_3 + value: 64.71361502347425 + - type: mrr_at_5 + value: 65.83474178403769 + - type: nauc_map_at_1000_diff1 + value: 73.9485117118935 + - type: nauc_map_at_1000_max + value: 65.74479869396299 + - type: nauc_map_at_1000_std + value: -20.300269749495563 + - type: nauc_map_at_100_diff1 + value: 73.93900406302829 + - type: nauc_map_at_100_max + value: 65.75508449194885 + - type: nauc_map_at_100_std + value: -20.265330791570175 + - type: nauc_map_at_10_diff1 + value: 73.84863233472605 + - type: nauc_map_at_10_max + value: 65.89377317378211 + - type: nauc_map_at_10_std + value: -20.404123131964695 + - type: nauc_map_at_1_diff1 + value: 76.73627284218519 + - type: nauc_map_at_1_max + value: 62.94957512510876 + - type: nauc_map_at_1_std + value: -20.99649749330682 + - type: nauc_map_at_20_diff1 + value: 73.88712006109598 + - type: nauc_map_at_20_max + value: 65.82057018162664 + - type: nauc_map_at_20_std + value: -20.269476512431915 + - type: nauc_map_at_3_diff1 + value: 74.21419190161502 + - type: nauc_map_at_3_max + value: 65.64993368062119 + - type: nauc_map_at_3_std + value: -21.34641749007071 + - type: nauc_map_at_5_diff1 + value: 74.0119419385777 + - type: nauc_map_at_5_max + value: 65.69809416369732 + - type: nauc_map_at_5_std + value: -21.16901556082261 + - type: nauc_mrr_at_1000_diff1 + value: 73.94915184134923 + - type: nauc_mrr_at_1000_max + value: 65.74522469633418 + - type: nauc_mrr_at_1000_std + value: -20.303028367132246 + - type: nauc_mrr_at_100_diff1 + value: 73.93964394728808 + - type: nauc_mrr_at_100_max + value: 65.75550992323707 + - type: nauc_mrr_at_100_std + value: -20.26808820438918 + - type: nauc_mrr_at_10_diff1 + value: 73.84863233472605 + - type: nauc_mrr_at_10_max + value: 65.89377317378211 + - type: nauc_mrr_at_10_std + value: -20.404123131964695 + - type: nauc_mrr_at_1_diff1 + value: 76.73627284218519 + - type: nauc_mrr_at_1_max + value: 62.94957512510876 + - type: nauc_mrr_at_1_std + value: -20.99649749330682 + - type: nauc_mrr_at_20_diff1 + value: 73.88775721128745 + - type: nauc_mrr_at_20_max + value: 65.820991355628 + - type: nauc_mrr_at_20_std + value: -20.272216587019734 + - type: nauc_mrr_at_3_diff1 + value: 74.21419190161502 + - type: nauc_mrr_at_3_max + value: 65.64993368062119 + - type: nauc_mrr_at_3_std + value: -21.34641749007071 + - type: nauc_mrr_at_5_diff1 + value: 74.0119419385777 + - type: nauc_mrr_at_5_max + value: 65.69809416369732 + - type: nauc_mrr_at_5_std + value: -21.16901556082261 + - type: nauc_ndcg_at_1000_diff1 + value: 73.29396365944277 + - type: nauc_ndcg_at_1000_max + value: 66.44879592109541 + - type: nauc_ndcg_at_1000_std + value: -19.285991058788195 + - type: nauc_ndcg_at_100_diff1 + value: 73.0159172721162 + - type: nauc_ndcg_at_100_max + value: 66.76216389231388 + - type: nauc_ndcg_at_100_std + value: -18.27931368094887 + - type: nauc_ndcg_at_10_diff1 + value: 72.42096650774693 + - type: nauc_ndcg_at_10_max + value: 67.48592688463306 + - type: nauc_ndcg_at_10_std + value: -18.91453756077581 + - type: nauc_ndcg_at_1_diff1 + value: 76.73627284218519 + - type: nauc_ndcg_at_1_max + value: 62.94957512510876 + - type: nauc_ndcg_at_1_std + value: -20.99649749330682 + - type: nauc_ndcg_at_20_diff1 + value: 72.53699362385684 + - type: nauc_ndcg_at_20_max + value: 67.22763976357872 + - type: nauc_ndcg_at_20_std + value: -18.299910635008338 + - type: nauc_ndcg_at_3_diff1 + value: 73.3698453761989 + - type: nauc_ndcg_at_3_max + value: 66.71056987289383 + - type: nauc_ndcg_at_3_std + value: -21.405154376652803 + - type: nauc_ndcg_at_5_diff1 + value: 72.9491030712935 + - type: nauc_ndcg_at_5_max + value: 66.85786103137077 + - type: nauc_ndcg_at_5_std + value: -21.04005053344073 + - type: nauc_precision_at_1000_diff1 + value: 17.02462370967451 + - type: nauc_precision_at_1000_max + value: 48.03260752496052 + - type: nauc_precision_at_1000_std + value: 87.56077915079334 + - type: nauc_precision_at_100_diff1 + value: 58.590352501194985 + - type: nauc_precision_at_100_max + value: 78.2649015433222 + - type: nauc_precision_at_100_std + value: 28.05030453158992 + - type: nauc_precision_at_10_diff1 + value: 64.89497928764766 + - type: nauc_precision_at_10_max + value: 75.93257124951242 + - type: nauc_precision_at_10_std + value: -9.825306994117462 + - type: nauc_precision_at_1_diff1 + value: 76.73627284218519 + - type: nauc_precision_at_1_max + value: 62.94957512510876 + - type: nauc_precision_at_1_std + value: -20.99649749330682 + - type: nauc_precision_at_20_diff1 + value: 62.11366204321558 + - type: nauc_precision_at_20_max + value: 75.9571427846493 + - type: nauc_precision_at_20_std + value: -0.94585212808191 + - type: nauc_precision_at_3_diff1 + value: 70.52940972112398 + - type: nauc_precision_at_3_max + value: 70.3402053170779 + - type: nauc_precision_at_3_std + value: -21.579778424241304 + - type: nauc_precision_at_5_diff1 + value: 68.78962580223575 + - type: nauc_precision_at_5_max + value: 71.41410894398376 + - type: nauc_precision_at_5_std + value: -20.415603405161956 + - type: nauc_recall_at_1000_diff1 + value: 55.88625447348128 + - type: nauc_recall_at_1000_max + value: 100.0 + - type: nauc_recall_at_1000_std + value: 100.0 + - type: nauc_recall_at_100_diff1 + value: 61.17942268389525 + - type: nauc_recall_at_100_max + value: 81.12207841563487 + - type: nauc_recall_at_100_std + value: 27.141215257528113 + - type: nauc_recall_at_10_diff1 + value: 64.8949792876478 + - type: nauc_recall_at_10_max + value: 75.93257124951249 + - type: nauc_recall_at_10_std + value: -9.825306994117323 + - type: nauc_recall_at_1_diff1 + value: 76.73627284218519 + - type: nauc_recall_at_1_max + value: 62.94957512510876 + - type: nauc_recall_at_1_std + value: -20.99649749330682 + - type: nauc_recall_at_20_diff1 + value: 63.07808719241162 + - type: nauc_recall_at_20_max + value: 76.96808746317542 + - type: nauc_recall_at_20_std + value: -1.5235053258631275 + - type: nauc_recall_at_3_diff1 + value: 70.52940972112405 + - type: nauc_recall_at_3_max + value: 70.3402053170779 + - type: nauc_recall_at_3_std + value: -21.57977842424124 + - type: nauc_recall_at_5_diff1 + value: 68.78962580223575 + - type: nauc_recall_at_5_max + value: 71.41410894398392 + - type: nauc_recall_at_5_std + value: -20.415603405161793 + - type: ndcg_at_1 + value: 58.423 + - type: ndcg_at_10 + value: 70.645 + - type: ndcg_at_100 + value: 73.277 + - type: ndcg_at_1000 + value: 73.785 + - type: ndcg_at_20 + value: 71.918 + - type: ndcg_at_3 + value: 66.679 + - type: ndcg_at_5 + value: 68.72200000000001 + - type: precision_at_1 + value: 58.423 + - type: precision_at_10 + value: 8.338 + - type: precision_at_100 + value: 0.959 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.423 + - type: precision_at_3 + value: 24.113 + - type: precision_at_5 + value: 15.47 + - type: recall_at_1 + value: 58.423 + - type: recall_at_10 + value: 83.38 + - type: recall_at_100 + value: 95.887 + - type: recall_at_1000 + value: 99.831 + - type: recall_at_20 + value: 88.39399999999999 + - type: recall_at_3 + value: 72.33800000000001 + - type: recall_at_5 + value: 77.352 + task: + type: Retrieval + - dataset: + config: deu-eng + name: MTEB MLQARetrieval (deu-eng) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 67.067 + - type: map_at_1 + value: 55.861000000000004 + - type: map_at_10 + value: 63.42100000000001 + - type: map_at_100 + value: 64.03 + - type: map_at_1000 + value: 64.05999999999999 + - type: map_at_20 + value: 63.819 + - type: map_at_3 + value: 61.773 + - type: map_at_5 + value: 62.736999999999995 + - type: mrr_at_1 + value: 55.88300465322402 + - type: mrr_at_10 + value: 63.43111082973707 + - type: mrr_at_100 + value: 64.03962373590272 + - type: mrr_at_1000 + value: 64.0698259866376 + - type: mrr_at_20 + value: 63.82871766489112 + - type: mrr_at_3 + value: 61.78447448112865 + - type: mrr_at_5 + value: 62.74835659945346 + - type: nauc_map_at_1000_diff1 + value: 74.58505763417352 + - type: nauc_map_at_1000_max + value: 66.26060764852198 + - type: nauc_map_at_1000_std + value: -16.896178230873897 + - type: nauc_map_at_100_diff1 + value: 74.57057487892857 + - type: nauc_map_at_100_max + value: 66.26600433283826 + - type: nauc_map_at_100_std + value: -16.87596113104189 + - type: nauc_map_at_10_diff1 + value: 74.53453636322749 + - type: nauc_map_at_10_max + value: 66.27501737773804 + - type: nauc_map_at_10_std + value: -17.178743257781775 + - type: nauc_map_at_1_diff1 + value: 77.63067209375254 + - type: nauc_map_at_1_max + value: 64.17718675702672 + - type: nauc_map_at_1_std + value: -17.639521106853717 + - type: nauc_map_at_20_diff1 + value: 74.52007402431164 + - type: nauc_map_at_20_max + value: 66.28276291359268 + - type: nauc_map_at_20_std + value: -16.939292897754758 + - type: nauc_map_at_3_diff1 + value: 74.79187974631951 + - type: nauc_map_at_3_max + value: 66.23256568210611 + - type: nauc_map_at_3_std + value: -17.894889918934112 + - type: nauc_map_at_5_diff1 + value: 74.63011328882517 + - type: nauc_map_at_5_max + value: 66.35411054978499 + - type: nauc_map_at_5_std + value: -17.50140342194211 + - type: nauc_mrr_at_1000_diff1 + value: 74.57520089771667 + - type: nauc_mrr_at_1000_max + value: 66.27270912845914 + - type: nauc_mrr_at_1000_std + value: -16.84012675362397 + - type: nauc_mrr_at_100_diff1 + value: 74.56070964572156 + - type: nauc_mrr_at_100_max + value: 66.2780701126926 + - type: nauc_mrr_at_100_std + value: -16.820035083069865 + - type: nauc_mrr_at_10_diff1 + value: 74.52455978435117 + - type: nauc_mrr_at_10_max + value: 66.28697244023137 + - type: nauc_mrr_at_10_std + value: -17.122477723330523 + - type: nauc_mrr_at_1_diff1 + value: 77.60643512422061 + - type: nauc_mrr_at_1_max + value: 64.21736966061896 + - type: nauc_mrr_at_1_std + value: -17.56627338275146 + - type: nauc_mrr_at_20_diff1 + value: 74.5099814266373 + - type: nauc_mrr_at_20_max + value: 66.29485560556576 + - type: nauc_mrr_at_20_std + value: -16.882350027335306 + - type: nauc_mrr_at_3_diff1 + value: 74.78132817375507 + - type: nauc_mrr_at_3_max + value: 66.24761860047623 + - type: nauc_mrr_at_3_std + value: -17.833128575678998 + - type: nauc_mrr_at_5_diff1 + value: 74.6193031207433 + - type: nauc_mrr_at_5_max + value: 66.36951764432901 + - type: nauc_mrr_at_5_std + value: -17.438203106324227 + - type: nauc_ndcg_at_1000_diff1 + value: 73.79386161629151 + - type: nauc_ndcg_at_1000_max + value: 66.84013038018082 + - type: nauc_ndcg_at_1000_std + value: -15.387358822700667 + - type: nauc_ndcg_at_100_diff1 + value: 73.36132885277745 + - type: nauc_ndcg_at_100_max + value: 67.04416926901568 + - type: nauc_ndcg_at_100_std + value: -14.503256942521972 + - type: nauc_ndcg_at_10_diff1 + value: 73.11847332785027 + - type: nauc_ndcg_at_10_max + value: 67.02149621303091 + - type: nauc_ndcg_at_10_std + value: -16.142234662067782 + - type: nauc_ndcg_at_1_diff1 + value: 77.60643512422061 + - type: nauc_ndcg_at_1_max + value: 64.21736966061896 + - type: nauc_ndcg_at_1_std + value: -17.56627338275146 + - type: nauc_ndcg_at_20_diff1 + value: 72.97961452569768 + - type: nauc_ndcg_at_20_max + value: 67.12369127081152 + - type: nauc_ndcg_at_20_std + value: -15.11921773223936 + - type: nauc_ndcg_at_3_diff1 + value: 73.77769312598772 + - type: nauc_ndcg_at_3_max + value: 66.94438755852309 + - type: nauc_ndcg_at_3_std + value: -17.75960443830741 + - type: nauc_ndcg_at_5_diff1 + value: 73.43991209562891 + - type: nauc_ndcg_at_5_max + value: 67.21682951737418 + - type: nauc_ndcg_at_5_std + value: -17.013510008231805 + - type: nauc_precision_at_1000_diff1 + value: 51.30633281948362 + - type: nauc_precision_at_1000_max + value: 76.78675288883846 + - type: nauc_precision_at_1000_std + value: 71.70041985304397 + - type: nauc_precision_at_100_diff1 + value: 59.86656455853326 + - type: nauc_precision_at_100_max + value: 74.41958422732161 + - type: nauc_precision_at_100_std + value: 22.098920296069124 + - type: nauc_precision_at_10_diff1 + value: 66.4696166928741 + - type: nauc_precision_at_10_max + value: 69.88463108697104 + - type: nauc_precision_at_10_std + value: -10.707950954702742 + - type: nauc_precision_at_1_diff1 + value: 77.60643512422061 + - type: nauc_precision_at_1_max + value: 64.21736966061896 + - type: nauc_precision_at_1_std + value: -17.56627338275146 + - type: nauc_precision_at_20_diff1 + value: 63.45094585276983 + - type: nauc_precision_at_20_max + value: 71.57741245347195 + - type: nauc_precision_at_20_std + value: -2.2211545419051744 + - type: nauc_precision_at_3_diff1 + value: 70.28060818081384 + - type: nauc_precision_at_3_max + value: 69.22652927816439 + - type: nauc_precision_at_3_std + value: -17.158576243559434 + - type: nauc_precision_at_5_diff1 + value: 68.90765418427162 + - type: nauc_precision_at_5_max + value: 70.32585273389111 + - type: nauc_precision_at_5_std + value: -14.950363729664524 + - type: nauc_recall_at_1000_diff1 + value: 65.11255117927331 + - type: nauc_recall_at_1000_max + value: 88.35641213283338 + - type: nauc_recall_at_1000_std + value: 69.89792573640547 + - type: nauc_recall_at_100_diff1 + value: 61.46376457272238 + - type: nauc_recall_at_100_max + value: 75.48265142243015 + - type: nauc_recall_at_100_std + value: 21.223182712042178 + - type: nauc_recall_at_10_diff1 + value: 66.89353375308997 + - type: nauc_recall_at_10_max + value: 70.06655416883785 + - type: nauc_recall_at_10_std + value: -11.100871879439435 + - type: nauc_recall_at_1_diff1 + value: 77.63067209375254 + - type: nauc_recall_at_1_max + value: 64.17718675702672 + - type: nauc_recall_at_1_std + value: -17.639521106853717 + - type: nauc_recall_at_20_diff1 + value: 63.98532276331878 + - type: nauc_recall_at_20_max + value: 71.81562599791899 + - type: nauc_recall_at_20_std + value: -2.696537977147695 + - type: nauc_recall_at_3_diff1 + value: 70.4507655865698 + - type: nauc_recall_at_3_max + value: 69.25705030141037 + - type: nauc_recall_at_3_std + value: -17.299948348202836 + - type: nauc_recall_at_5_diff1 + value: 69.09152857901888 + - type: nauc_recall_at_5_max + value: 70.35609636026405 + - type: nauc_recall_at_5_std + value: -15.105012139255896 + - type: ndcg_at_1 + value: 55.883 + - type: ndcg_at_10 + value: 67.067 + - type: ndcg_at_100 + value: 70.07 + - type: ndcg_at_1000 + value: 70.875 + - type: ndcg_at_20 + value: 68.498 + - type: ndcg_at_3 + value: 63.666 + - type: ndcg_at_5 + value: 65.40599999999999 + - type: precision_at_1 + value: 55.883 + - type: precision_at_10 + value: 7.8549999999999995 + - type: precision_at_100 + value: 0.928 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.2090000000000005 + - type: precision_at_3 + value: 23.052 + - type: precision_at_5 + value: 14.677999999999999 + - type: recall_at_1 + value: 55.861000000000004 + - type: recall_at_10 + value: 78.495 + - type: recall_at_100 + value: 92.688 + - type: recall_at_1000 + value: 99.02499999999999 + - type: recall_at_20 + value: 84.124 + - type: recall_at_3 + value: 69.123 + - type: recall_at_5 + value: 73.355 + task: + type: Retrieval + - dataset: + config: spa-deu + name: MTEB MLQARetrieval (spa-deu) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 73.90299999999999 + - type: map_at_1 + value: 61.236000000000004 + - type: map_at_10 + value: 69.88799999999999 + - type: map_at_100 + value: 70.319 + - type: map_at_1000 + value: 70.341 + - type: map_at_20 + value: 70.16799999999999 + - type: map_at_3 + value: 68.104 + - type: map_at_5 + value: 69.164 + - type: mrr_at_1 + value: 61.2739571589628 + - type: mrr_at_10 + value: 69.92589162684993 + - type: mrr_at_100 + value: 70.35245455509234 + - type: mrr_at_1000 + value: 70.37438351396742 + - type: mrr_at_20 + value: 70.20247469915404 + - type: mrr_at_3 + value: 68.14167606163099 + - type: mrr_at_5 + value: 69.20142803457354 + - type: nauc_map_at_1000_diff1 + value: 74.70416754842327 + - type: nauc_map_at_1000_max + value: 65.86915994583384 + - type: nauc_map_at_1000_std + value: -19.04437483534443 + - type: nauc_map_at_100_diff1 + value: 74.70011798058674 + - type: nauc_map_at_100_max + value: 65.88507779167188 + - type: nauc_map_at_100_std + value: -19.018670970643786 + - type: nauc_map_at_10_diff1 + value: 74.6362126804427 + - type: nauc_map_at_10_max + value: 66.05733054427198 + - type: nauc_map_at_10_std + value: -19.034317737897354 + - type: nauc_map_at_1_diff1 + value: 77.24970536833601 + - type: nauc_map_at_1_max + value: 62.07820573048406 + - type: nauc_map_at_1_std + value: -20.917086586335078 + - type: nauc_map_at_20_diff1 + value: 74.64113920401083 + - type: nauc_map_at_20_max + value: 65.89991740166793 + - type: nauc_map_at_20_std + value: -19.09987515041243 + - type: nauc_map_at_3_diff1 + value: 74.6518162332119 + - type: nauc_map_at_3_max + value: 66.10312348194024 + - type: nauc_map_at_3_std + value: -18.95881457716116 + - type: nauc_map_at_5_diff1 + value: 74.55141020670321 + - type: nauc_map_at_5_max + value: 65.94345752979342 + - type: nauc_map_at_5_std + value: -19.453976877992304 + - type: nauc_mrr_at_1000_diff1 + value: 74.64458488344088 + - type: nauc_mrr_at_1000_max + value: 65.84575328456057 + - type: nauc_mrr_at_1000_std + value: -18.901614615119904 + - type: nauc_mrr_at_100_diff1 + value: 74.64058497924627 + - type: nauc_mrr_at_100_max + value: 65.86170461767928 + - type: nauc_mrr_at_100_std + value: -18.87601697091505 + - type: nauc_mrr_at_10_diff1 + value: 74.57266634464752 + - type: nauc_mrr_at_10_max + value: 66.03331587645152 + - type: nauc_mrr_at_10_std + value: -18.87888060105393 + - type: nauc_mrr_at_1_diff1 + value: 77.19578272647183 + - type: nauc_mrr_at_1_max + value: 62.05252035478773 + - type: nauc_mrr_at_1_std + value: -20.790530940625267 + - type: nauc_mrr_at_20_diff1 + value: 74.5808171250021 + - type: nauc_mrr_at_20_max + value: 65.87643606587798 + - type: nauc_mrr_at_20_std + value: -18.95476583474199 + - type: nauc_mrr_at_3_diff1 + value: 74.5917053289191 + - type: nauc_mrr_at_3_max + value: 66.08044079438714 + - type: nauc_mrr_at_3_std + value: -18.81168463163586 + - type: nauc_mrr_at_5_diff1 + value: 74.48934579694608 + - type: nauc_mrr_at_5_max + value: 65.91993162383771 + - type: nauc_mrr_at_5_std + value: -19.302710791338797 + - type: nauc_ndcg_at_1000_diff1 + value: 74.20191283992186 + - type: nauc_ndcg_at_1000_max + value: 66.60831175771229 + - type: nauc_ndcg_at_1000_std + value: -18.175208725175484 + - type: nauc_ndcg_at_100_diff1 + value: 74.07713451642955 + - type: nauc_ndcg_at_100_max + value: 67.02028626335476 + - type: nauc_ndcg_at_100_std + value: -17.36560972181693 + - type: nauc_ndcg_at_10_diff1 + value: 73.63235521598476 + - type: nauc_ndcg_at_10_max + value: 67.8118473312638 + - type: nauc_ndcg_at_10_std + value: -17.647560577355915 + - type: nauc_ndcg_at_1_diff1 + value: 77.19578272647183 + - type: nauc_ndcg_at_1_max + value: 62.05252035478773 + - type: nauc_ndcg_at_1_std + value: -20.790530940625267 + - type: nauc_ndcg_at_20_diff1 + value: 73.65300308228291 + - type: nauc_ndcg_at_20_max + value: 67.18353402731985 + - type: nauc_ndcg_at_20_std + value: -17.9240756389792 + - type: nauc_ndcg_at_3_diff1 + value: 73.73764900202292 + - type: nauc_ndcg_at_3_max + value: 67.60840957876889 + - type: nauc_ndcg_at_3_std + value: -17.962667543518933 + - type: nauc_ndcg_at_5_diff1 + value: 73.49040500302092 + - type: nauc_ndcg_at_5_max + value: 67.41251918514402 + - type: nauc_ndcg_at_5_std + value: -18.851877225955523 + - type: nauc_precision_at_1000_diff1 + value: -18.652906102973922 + - type: nauc_precision_at_1000_max + value: 2.1701672475574885 + - type: nauc_precision_at_1000_std + value: 61.713411950188835 + - type: nauc_precision_at_100_diff1 + value: 62.37565302288498 + - type: nauc_precision_at_100_max + value: 76.96921843049006 + - type: nauc_precision_at_100_std + value: 19.152009040219678 + - type: nauc_precision_at_10_diff1 + value: 68.14047344105212 + - type: nauc_precision_at_10_max + value: 77.7177273849099 + - type: nauc_precision_at_10_std + value: -9.124325941493698 + - type: nauc_precision_at_1_diff1 + value: 77.19578272647183 + - type: nauc_precision_at_1_max + value: 62.05252035478773 + - type: nauc_precision_at_1_std + value: -20.790530940625267 + - type: nauc_precision_at_20_diff1 + value: 65.38487456362745 + - type: nauc_precision_at_20_max + value: 74.61122933443669 + - type: nauc_precision_at_20_std + value: -8.129775929648341 + - type: nauc_precision_at_3_diff1 + value: 70.45937744142297 + - type: nauc_precision_at_3_max + value: 73.03004233073901 + - type: nauc_precision_at_3_std + value: -14.246554579025158 + - type: nauc_precision_at_5_diff1 + value: 69.02821772428955 + - type: nauc_precision_at_5_max + value: 73.52949774726446 + - type: nauc_precision_at_5_std + value: -16.355747231517757 + - type: nauc_recall_at_1000_diff1 + value: 35.804192824985755 + - type: nauc_recall_at_1000_max + value: 61.367785756485894 + - type: nauc_recall_at_1000_std + value: 54.01380822466869 + - type: nauc_recall_at_100_diff1 + value: 67.96210883597479 + - type: nauc_recall_at_100_max + value: 82.38124823732169 + - type: nauc_recall_at_100_std + value: 16.814922595309966 + - type: nauc_recall_at_10_diff1 + value: 68.21964459634341 + - type: nauc_recall_at_10_max + value: 77.68301934858845 + - type: nauc_recall_at_10_std + value: -9.430792913885066 + - type: nauc_recall_at_1_diff1 + value: 77.24970536833601 + - type: nauc_recall_at_1_max + value: 62.07820573048406 + - type: nauc_recall_at_1_std + value: -20.917086586335078 + - type: nauc_recall_at_20_diff1 + value: 66.60569906579487 + - type: nauc_recall_at_20_max + value: 75.66163186604354 + - type: nauc_recall_at_20_std + value: -9.09826205489828 + - type: nauc_recall_at_3_diff1 + value: 70.52323701841641 + - type: nauc_recall_at_3_max + value: 73.03478107411232 + - type: nauc_recall_at_3_std + value: -14.432325989967962 + - type: nauc_recall_at_5_diff1 + value: 69.08521261524373 + - type: nauc_recall_at_5_max + value: 73.51150270382094 + - type: nauc_recall_at_5_std + value: -16.569387503524368 + - type: ndcg_at_1 + value: 61.273999999999994 + - type: ndcg_at_10 + value: 73.90299999999999 + - type: ndcg_at_100 + value: 75.983 + - type: ndcg_at_1000 + value: 76.488 + - type: ndcg_at_20 + value: 74.921 + - type: ndcg_at_3 + value: 70.277 + - type: ndcg_at_5 + value: 72.172 + - type: precision_at_1 + value: 61.273999999999994 + - type: precision_at_10 + value: 8.641 + - type: precision_at_100 + value: 0.962 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 4.524 + - type: precision_at_3 + value: 25.517 + - type: precision_at_5 + value: 16.223000000000003 + - type: recall_at_1 + value: 61.236000000000004 + - type: recall_at_10 + value: 86.37700000000001 + - type: recall_at_100 + value: 96.054 + - type: recall_at_1000 + value: 99.887 + - type: recall_at_20 + value: 90.398 + - type: recall_at_3 + value: 76.51299999999999 + - type: recall_at_5 + value: 81.07900000000001 + task: + type: Retrieval + - dataset: + config: spa-spa + name: MTEB MLQARetrieval (spa-spa) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 68.632 + - type: map_at_1 + value: 57.046 + - type: map_at_10 + value: 64.869 + - type: map_at_100 + value: 65.384 + - type: map_at_1000 + value: 65.413 + - type: map_at_20 + value: 65.185 + - type: map_at_3 + value: 63.178 + - type: map_at_5 + value: 64.12 + - type: mrr_at_1 + value: 57.05579889544848 + - type: mrr_at_10 + value: 64.8806425382317 + - type: mrr_at_100 + value: 65.39469233244084 + - type: mrr_at_1000 + value: 65.42342199403159 + - type: mrr_at_20 + value: 65.19634815919534 + - type: mrr_at_3 + value: 63.18796419729591 + - type: mrr_at_5 + value: 64.13159398209874 + - type: nauc_map_at_1000_diff1 + value: 73.23803038674018 + - type: nauc_map_at_1000_max + value: 67.44156201421714 + - type: nauc_map_at_1000_std + value: -8.60143026450049 + - type: nauc_map_at_100_diff1 + value: 73.22575613034235 + - type: nauc_map_at_100_max + value: 67.44735143420195 + - type: nauc_map_at_100_std + value: -8.576905069492895 + - type: nauc_map_at_10_diff1 + value: 73.11950129610865 + - type: nauc_map_at_10_max + value: 67.45107232305055 + - type: nauc_map_at_10_std + value: -8.799837857015392 + - type: nauc_map_at_1_diff1 + value: 76.18354072047988 + - type: nauc_map_at_1_max + value: 65.03342186728786 + - type: nauc_map_at_1_std + value: -10.867650288695796 + - type: nauc_map_at_20_diff1 + value: 73.21570748770948 + - type: nauc_map_at_20_max + value: 67.50340321088724 + - type: nauc_map_at_20_std + value: -8.594057184944676 + - type: nauc_map_at_3_diff1 + value: 73.17239276163892 + - type: nauc_map_at_3_max + value: 67.06319504819103 + - type: nauc_map_at_3_std + value: -9.883216310270528 + - type: nauc_map_at_5_diff1 + value: 73.11913507367727 + - type: nauc_map_at_5_max + value: 67.27497019567078 + - type: nauc_map_at_5_std + value: -9.497714822103118 + - type: nauc_mrr_at_1000_diff1 + value: 73.22971233311306 + - type: nauc_mrr_at_1000_max + value: 67.42977229057223 + - type: nauc_mrr_at_1000_std + value: -8.550068702273297 + - type: nauc_mrr_at_100_diff1 + value: 73.21744467317815 + - type: nauc_mrr_at_100_max + value: 67.43557491068093 + - type: nauc_mrr_at_100_std + value: -8.52559275190607 + - type: nauc_mrr_at_10_diff1 + value: 73.11075619726137 + - type: nauc_mrr_at_10_max + value: 67.43889760205286 + - type: nauc_mrr_at_10_std + value: -8.74617232559183 + - type: nauc_mrr_at_1_diff1 + value: 76.17529975949547 + - type: nauc_mrr_at_1_max + value: 65.02401127001608 + - type: nauc_mrr_at_1_std + value: -10.817814457633952 + - type: nauc_mrr_at_20_diff1 + value: 73.20689275225138 + - type: nauc_mrr_at_20_max + value: 67.49111752272192 + - type: nauc_mrr_at_20_std + value: -8.539827528410353 + - type: nauc_mrr_at_3_diff1 + value: 73.16291729623958 + - type: nauc_mrr_at_3_max + value: 67.05300993427998 + - type: nauc_mrr_at_3_std + value: -9.827915885680811 + - type: nauc_mrr_at_5_diff1 + value: 73.11055686484109 + - type: nauc_mrr_at_5_max + value: 67.26299851089122 + - type: nauc_mrr_at_5_std + value: -9.445190276650903 + - type: nauc_ndcg_at_1000_diff1 + value: 72.58833638407177 + - type: nauc_ndcg_at_1000_max + value: 68.10447506371374 + - type: nauc_ndcg_at_1000_std + value: -6.910306241546282 + - type: nauc_ndcg_at_100_diff1 + value: 72.24524849631476 + - type: nauc_ndcg_at_100_max + value: 68.30659210081238 + - type: nauc_ndcg_at_100_std + value: -6.04305364268931 + - type: nauc_ndcg_at_10_diff1 + value: 71.87363502582961 + - type: nauc_ndcg_at_10_max + value: 68.5010009653693 + - type: nauc_ndcg_at_10_std + value: -7.021281296450588 + - type: nauc_ndcg_at_1_diff1 + value: 76.17529975949547 + - type: nauc_ndcg_at_1_max + value: 65.02401127001608 + - type: nauc_ndcg_at_1_std + value: -10.817814457633952 + - type: nauc_ndcg_at_20_diff1 + value: 72.21241010439327 + - type: nauc_ndcg_at_20_max + value: 68.71743274030551 + - type: nauc_ndcg_at_20_std + value: -6.186629577195946 + - type: nauc_ndcg_at_3_diff1 + value: 72.08204674794459 + - type: nauc_ndcg_at_3_max + value: 67.5958365046156 + - type: nauc_ndcg_at_3_std + value: -9.576418336610345 + - type: nauc_ndcg_at_5_diff1 + value: 71.93179095844508 + - type: nauc_ndcg_at_5_max + value: 68.01914639754217 + - type: nauc_ndcg_at_5_std + value: -8.833768332910777 + - type: nauc_precision_at_1000_diff1 + value: 63.0051360227489 + - type: nauc_precision_at_1000_max + value: 79.93532442313229 + - type: nauc_precision_at_1000_std + value: 52.869517607133254 + - type: nauc_precision_at_100_diff1 + value: 62.43301501857154 + - type: nauc_precision_at_100_max + value: 75.57280416668183 + - type: nauc_precision_at_100_std + value: 26.758300486132747 + - type: nauc_precision_at_10_diff1 + value: 66.29806375971134 + - type: nauc_precision_at_10_max + value: 73.40301413754797 + - type: nauc_precision_at_10_std + value: 1.9858547295235462 + - type: nauc_precision_at_1_diff1 + value: 76.17529975949547 + - type: nauc_precision_at_1_max + value: 65.02401127001608 + - type: nauc_precision_at_1_std + value: -10.817814457633952 + - type: nauc_precision_at_20_diff1 + value: 67.05111836051105 + - type: nauc_precision_at_20_max + value: 76.09783190824155 + - type: nauc_precision_at_20_std + value: 9.906010659515564 + - type: nauc_precision_at_3_diff1 + value: 68.44186679250453 + - type: nauc_precision_at_3_max + value: 69.30301351119388 + - type: nauc_precision_at_3_std + value: -8.566522518882348 + - type: nauc_precision_at_5_diff1 + value: 67.51737199297388 + - type: nauc_precision_at_5_max + value: 70.75887601590472 + - type: nauc_precision_at_5_std + value: -6.278983102710238 + - type: nauc_recall_at_1000_diff1 + value: 65.12360093170948 + - type: nauc_recall_at_1000_max + value: 82.60209843191132 + - type: nauc_recall_at_1000_std + value: 51.740179583368636 + - type: nauc_recall_at_100_diff1 + value: 62.82007697326819 + - type: nauc_recall_at_100_max + value: 76.04844844677562 + - type: nauc_recall_at_100_std + value: 26.4678415019248 + - type: nauc_recall_at_10_diff1 + value: 66.28557566848767 + - type: nauc_recall_at_10_max + value: 73.40302709828738 + - type: nauc_recall_at_10_std + value: 1.9224272854613582 + - type: nauc_recall_at_1_diff1 + value: 76.18354072047988 + - type: nauc_recall_at_1_max + value: 65.03342186728786 + - type: nauc_recall_at_1_std + value: -10.867650288695796 + - type: nauc_recall_at_20_diff1 + value: 67.03430451094992 + - type: nauc_recall_at_20_max + value: 76.09474005171319 + - type: nauc_recall_at_20_std + value: 9.815888637851074 + - type: nauc_recall_at_3_diff1 + value: 68.44411411344718 + - type: nauc_recall_at_3_max + value: 69.30502737137265 + - type: nauc_recall_at_3_std + value: -8.629526329714132 + - type: nauc_recall_at_5_diff1 + value: 67.51469265953514 + - type: nauc_recall_at_5_max + value: 70.76969893818111 + - type: nauc_recall_at_5_std + value: -6.325600167105444 + - type: ndcg_at_1 + value: 57.056 + - type: ndcg_at_10 + value: 68.632 + - type: ndcg_at_100 + value: 71.202 + - type: ndcg_at_1000 + value: 71.97099999999999 + - type: ndcg_at_20 + value: 69.785 + - type: ndcg_at_3 + value: 65.131 + - type: ndcg_at_5 + value: 66.834 + - type: precision_at_1 + value: 57.056 + - type: precision_at_10 + value: 8.044 + - type: precision_at_100 + value: 0.9259999999999999 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.251 + - type: precision_at_3 + value: 23.589 + - type: precision_at_5 + value: 14.984 + - type: recall_at_1 + value: 57.046 + - type: recall_at_10 + value: 80.423 + - type: recall_at_100 + value: 92.582 + - type: recall_at_1000 + value: 98.638 + - type: recall_at_20 + value: 84.993 + - type: recall_at_3 + value: 70.758 + - type: recall_at_5 + value: 74.9 + task: + type: Retrieval + - dataset: + config: spa-eng + name: MTEB MLQARetrieval (spa-eng) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 68.765 + - type: map_at_1 + value: 56.538999999999994 + - type: map_at_10 + value: 64.816 + - type: map_at_100 + value: 65.325 + - type: map_at_1000 + value: 65.352 + - type: map_at_20 + value: 65.113 + - type: map_at_3 + value: 62.934999999999995 + - type: map_at_5 + value: 64.063 + - type: mrr_at_1 + value: 56.539120502569965 + - type: mrr_at_10 + value: 64.81561556661505 + - type: mrr_at_100 + value: 65.32464238613954 + - type: mrr_at_1000 + value: 65.35206516602133 + - type: mrr_at_20 + value: 65.11270445292227 + - type: mrr_at_3 + value: 62.935465448315384 + - type: mrr_at_5 + value: 64.06339234723022 + - type: nauc_map_at_1000_diff1 + value: 73.20701050428072 + - type: nauc_map_at_1000_max + value: 67.32797480614404 + - type: nauc_map_at_1000_std + value: -6.211540626528362 + - type: nauc_map_at_100_diff1 + value: 73.19497683923063 + - type: nauc_map_at_100_max + value: 67.33392646467817 + - type: nauc_map_at_100_std + value: -6.196671563900051 + - type: nauc_map_at_10_diff1 + value: 73.16010547612956 + - type: nauc_map_at_10_max + value: 67.37793741307372 + - type: nauc_map_at_10_std + value: -6.3443240322521675 + - type: nauc_map_at_1_diff1 + value: 76.63696578575964 + - type: nauc_map_at_1_max + value: 65.08189618178105 + - type: nauc_map_at_1_std + value: -8.594195451782733 + - type: nauc_map_at_20_diff1 + value: 73.15233479381568 + - type: nauc_map_at_20_max + value: 67.3679607256072 + - type: nauc_map_at_20_std + value: -6.175928265286352 + - type: nauc_map_at_3_diff1 + value: 73.14853380980746 + - type: nauc_map_at_3_max + value: 67.10354198073468 + - type: nauc_map_at_3_std + value: -7.409679815529866 + - type: nauc_map_at_5_diff1 + value: 73.13425961877715 + - type: nauc_map_at_5_max + value: 67.22452899371224 + - type: nauc_map_at_5_std + value: -6.895257774506354 + - type: nauc_mrr_at_1000_diff1 + value: 73.20701050428072 + - type: nauc_mrr_at_1000_max + value: 67.32797480614404 + - type: nauc_mrr_at_1000_std + value: -6.211540626528362 + - type: nauc_mrr_at_100_diff1 + value: 73.19497683923063 + - type: nauc_mrr_at_100_max + value: 67.33392646467817 + - type: nauc_mrr_at_100_std + value: -6.196671563900051 + - type: nauc_mrr_at_10_diff1 + value: 73.16010547612956 + - type: nauc_mrr_at_10_max + value: 67.37793741307372 + - type: nauc_mrr_at_10_std + value: -6.3443240322521675 + - type: nauc_mrr_at_1_diff1 + value: 76.63696578575964 + - type: nauc_mrr_at_1_max + value: 65.08189618178105 + - type: nauc_mrr_at_1_std + value: -8.594195451782733 + - type: nauc_mrr_at_20_diff1 + value: 73.15233479381568 + - type: nauc_mrr_at_20_max + value: 67.3679607256072 + - type: nauc_mrr_at_20_std + value: -6.175928265286352 + - type: nauc_mrr_at_3_diff1 + value: 73.14853380980746 + - type: nauc_mrr_at_3_max + value: 67.10354198073468 + - type: nauc_mrr_at_3_std + value: -7.409679815529866 + - type: nauc_mrr_at_5_diff1 + value: 73.13425961877715 + - type: nauc_mrr_at_5_max + value: 67.22452899371224 + - type: nauc_mrr_at_5_std + value: -6.895257774506354 + - type: nauc_ndcg_at_1000_diff1 + value: 72.44364625096874 + - type: nauc_ndcg_at_1000_max + value: 67.93635761141552 + - type: nauc_ndcg_at_1000_std + value: -4.616429464350954 + - type: nauc_ndcg_at_100_diff1 + value: 72.11352383758482 + - type: nauc_ndcg_at_100_max + value: 68.1627312575955 + - type: nauc_ndcg_at_100_std + value: -3.894213672131282 + - type: nauc_ndcg_at_10_diff1 + value: 71.8526850770812 + - type: nauc_ndcg_at_10_max + value: 68.41366561888562 + - type: nauc_ndcg_at_10_std + value: -4.472146861145989 + - type: nauc_ndcg_at_1_diff1 + value: 76.63696578575964 + - type: nauc_ndcg_at_1_max + value: 65.08189618178105 + - type: nauc_ndcg_at_1_std + value: -8.594195451782733 + - type: nauc_ndcg_at_20_diff1 + value: 71.76464418138866 + - type: nauc_ndcg_at_20_max + value: 68.41174963313698 + - type: nauc_ndcg_at_20_std + value: -3.7449762037540157 + - type: nauc_ndcg_at_3_diff1 + value: 71.93808990683131 + - type: nauc_ndcg_at_3_max + value: 67.7010029507334 + - type: nauc_ndcg_at_3_std + value: -6.971858419379321 + - type: nauc_ndcg_at_5_diff1 + value: 71.8505224811326 + - type: nauc_ndcg_at_5_max + value: 67.97139549500251 + - type: nauc_ndcg_at_5_std + value: -5.958491308070017 + - type: nauc_precision_at_1000_diff1 + value: 62.20956180320043 + - type: nauc_precision_at_1000_max + value: 82.53412670611299 + - type: nauc_precision_at_1000_std + value: 55.57278124999575 + - type: nauc_precision_at_100_diff1 + value: 62.03792857023201 + - type: nauc_precision_at_100_max + value: 76.77130713424538 + - type: nauc_precision_at_100_std + value: 26.674102719959564 + - type: nauc_precision_at_10_diff1 + value: 65.89798055049931 + - type: nauc_precision_at_10_max + value: 73.41908620140674 + - type: nauc_precision_at_10_std + value: 5.21818573283179 + - type: nauc_precision_at_1_diff1 + value: 76.63696578575964 + - type: nauc_precision_at_1_max + value: 65.08189618178105 + - type: nauc_precision_at_1_std + value: -8.594195451782733 + - type: nauc_precision_at_20_diff1 + value: 63.734308542647355 + - type: nauc_precision_at_20_max + value: 74.69578825096144 + - type: nauc_precision_at_20_std + value: 12.627842502659162 + - type: nauc_precision_at_3_diff1 + value: 67.91189666671904 + - type: nauc_precision_at_3_max + value: 69.64986036783209 + - type: nauc_precision_at_3_std + value: -5.505669087429055 + - type: nauc_precision_at_5_diff1 + value: 67.01880006360248 + - type: nauc_precision_at_5_max + value: 70.78916423358686 + - type: nauc_precision_at_5_std + value: -2.2273742736401045 + - type: nauc_recall_at_1000_diff1 + value: 62.20956180319936 + - type: nauc_recall_at_1000_max + value: 82.53412670611287 + - type: nauc_recall_at_1000_std + value: 55.57278124999549 + - type: nauc_recall_at_100_diff1 + value: 62.03792857023208 + - type: nauc_recall_at_100_max + value: 76.77130713424577 + - type: nauc_recall_at_100_std + value: 26.67410271995973 + - type: nauc_recall_at_10_diff1 + value: 65.8979805504994 + - type: nauc_recall_at_10_max + value: 73.41908620140678 + - type: nauc_recall_at_10_std + value: 5.2181857328318655 + - type: nauc_recall_at_1_diff1 + value: 76.63696578575964 + - type: nauc_recall_at_1_max + value: 65.08189618178105 + - type: nauc_recall_at_1_std + value: -8.594195451782733 + - type: nauc_recall_at_20_diff1 + value: 63.734308542647334 + - type: nauc_recall_at_20_max + value: 74.69578825096123 + - type: nauc_recall_at_20_std + value: 12.627842502658982 + - type: nauc_recall_at_3_diff1 + value: 67.91189666671897 + - type: nauc_recall_at_3_max + value: 69.64986036783203 + - type: nauc_recall_at_3_std + value: -5.505669087428989 + - type: nauc_recall_at_5_diff1 + value: 67.01880006360243 + - type: nauc_recall_at_5_max + value: 70.78916423358686 + - type: nauc_recall_at_5_std + value: -2.227374273640135 + - type: ndcg_at_1 + value: 56.538999999999994 + - type: ndcg_at_10 + value: 68.765 + - type: ndcg_at_100 + value: 71.314 + - type: ndcg_at_1000 + value: 72.038 + - type: ndcg_at_20 + value: 69.828 + - type: ndcg_at_3 + value: 64.937 + - type: ndcg_at_5 + value: 66.956 + - type: precision_at_1 + value: 56.538999999999994 + - type: precision_at_10 + value: 8.113 + - type: precision_at_100 + value: 0.932 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.265 + - type: precision_at_3 + value: 23.567 + - type: precision_at_5 + value: 15.115 + - type: recall_at_1 + value: 56.538999999999994 + - type: recall_at_10 + value: 81.135 + - type: recall_at_100 + value: 93.223 + - type: recall_at_1000 + value: 98.896 + - type: recall_at_20 + value: 85.304 + - type: recall_at_3 + value: 70.702 + - type: recall_at_5 + value: 75.576 + task: + type: Retrieval + - dataset: + config: eng-deu + name: MTEB MLQARetrieval (eng-deu) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 69.298 + - type: map_at_1 + value: 58.553 + - type: map_at_10 + value: 65.769 + - type: map_at_100 + value: 66.298 + - type: map_at_1000 + value: 66.328 + - type: map_at_20 + value: 66.101 + - type: map_at_3 + value: 64.048 + - type: map_at_5 + value: 65.09 + - type: mrr_at_1 + value: 58.564148016840235 + - type: mrr_at_10 + value: 65.7685997066675 + - type: mrr_at_100 + value: 66.29874034432214 + - type: mrr_at_1000 + value: 66.32844979939088 + - type: mrr_at_20 + value: 66.10120513957821 + - type: mrr_at_3 + value: 64.04830489696437 + - type: mrr_at_5 + value: 65.08974074894746 + - type: nauc_map_at_1000_diff1 + value: 76.8409650183994 + - type: nauc_map_at_1000_max + value: 71.86367015521367 + - type: nauc_map_at_1000_std + value: -14.464881539957256 + - type: nauc_map_at_100_diff1 + value: 76.82536521842064 + - type: nauc_map_at_100_max + value: 71.86811127965429 + - type: nauc_map_at_100_std + value: -14.441105539722244 + - type: nauc_map_at_10_diff1 + value: 76.75522453447859 + - type: nauc_map_at_10_max + value: 71.87677500176706 + - type: nauc_map_at_10_std + value: -14.741331625103559 + - type: nauc_map_at_1_diff1 + value: 79.64060747740989 + - type: nauc_map_at_1_max + value: 69.84278563569617 + - type: nauc_map_at_1_std + value: -15.936904929655832 + - type: nauc_map_at_20_diff1 + value: 76.78894776059715 + - type: nauc_map_at_20_max + value: 71.89637938044827 + - type: nauc_map_at_20_std + value: -14.500564106990769 + - type: nauc_map_at_3_diff1 + value: 77.20562577450342 + - type: nauc_map_at_3_max + value: 71.80578229361525 + - type: nauc_map_at_3_std + value: -15.344134588512201 + - type: nauc_map_at_5_diff1 + value: 77.00480147367867 + - type: nauc_map_at_5_max + value: 71.98335924076163 + - type: nauc_map_at_5_std + value: -15.16537653041026 + - type: nauc_mrr_at_1000_diff1 + value: 76.84165367691193 + - type: nauc_mrr_at_1000_max + value: 71.8642679499795 + - type: nauc_mrr_at_1000_std + value: -14.461717954593158 + - type: nauc_mrr_at_100_diff1 + value: 76.8263363557998 + - type: nauc_mrr_at_100_max + value: 71.86874522368626 + - type: nauc_mrr_at_100_std + value: -14.437105168707426 + - type: nauc_mrr_at_10_diff1 + value: 76.75522453447859 + - type: nauc_mrr_at_10_max + value: 71.87677500176706 + - type: nauc_mrr_at_10_std + value: -14.741331625103559 + - type: nauc_mrr_at_1_diff1 + value: 79.65642669321981 + - type: nauc_mrr_at_1_max + value: 69.89135358784799 + - type: nauc_mrr_at_1_std + value: -15.919357002229589 + - type: nauc_mrr_at_20_diff1 + value: 76.78883171270601 + - type: nauc_mrr_at_20_max + value: 71.89806887245291 + - type: nauc_mrr_at_20_std + value: -14.497139746907905 + - type: nauc_mrr_at_3_diff1 + value: 77.20562577450342 + - type: nauc_mrr_at_3_max + value: 71.80578229361525 + - type: nauc_mrr_at_3_std + value: -15.344134588512201 + - type: nauc_mrr_at_5_diff1 + value: 77.00480147367867 + - type: nauc_mrr_at_5_max + value: 71.98335924076163 + - type: nauc_mrr_at_5_std + value: -15.16537653041026 + - type: nauc_ndcg_at_1000_diff1 + value: 76.07802417817047 + - type: nauc_ndcg_at_1000_max + value: 72.31792804426776 + - type: nauc_ndcg_at_1000_std + value: -13.049160715132244 + - type: nauc_ndcg_at_100_diff1 + value: 75.63343849116544 + - type: nauc_ndcg_at_100_max + value: 72.48362076101817 + - type: nauc_ndcg_at_100_std + value: -12.089600993516777 + - type: nauc_ndcg_at_10_diff1 + value: 75.23387929929208 + - type: nauc_ndcg_at_10_max + value: 72.51436288271807 + - type: nauc_ndcg_at_10_std + value: -13.624132103038104 + - type: nauc_ndcg_at_1_diff1 + value: 79.65642669321981 + - type: nauc_ndcg_at_1_max + value: 69.89135358784799 + - type: nauc_ndcg_at_1_std + value: -15.919357002229589 + - type: nauc_ndcg_at_20_diff1 + value: 75.32926047656296 + - type: nauc_ndcg_at_20_max + value: 72.61254165918145 + - type: nauc_ndcg_at_20_std + value: -12.683157599238701 + - type: nauc_ndcg_at_3_diff1 + value: 76.3089337665469 + - type: nauc_ndcg_at_3_max + value: 72.40014674426054 + - type: nauc_ndcg_at_3_std + value: -15.08624226353458 + - type: nauc_ndcg_at_5_diff1 + value: 75.88857331641834 + - type: nauc_ndcg_at_5_max + value: 72.7719386827224 + - type: nauc_ndcg_at_5_std + value: -14.70546521089236 + - type: nauc_precision_at_1000_diff1 + value: 59.66563879069911 + - type: nauc_precision_at_1000_max + value: 74.57123562956772 + - type: nauc_precision_at_1000_std + value: 58.61396866718965 + - type: nauc_precision_at_100_diff1 + value: 62.8695896550042 + - type: nauc_precision_at_100_max + value: 77.81408796785 + - type: nauc_precision_at_100_std + value: 23.819735672317826 + - type: nauc_precision_at_10_diff1 + value: 68.08051625224569 + - type: nauc_precision_at_10_max + value: 75.14432336036869 + - type: nauc_precision_at_10_std + value: -7.97602345252735 + - type: nauc_precision_at_1_diff1 + value: 79.65642669321981 + - type: nauc_precision_at_1_max + value: 69.89135358784799 + - type: nauc_precision_at_1_std + value: -15.919357002229589 + - type: nauc_precision_at_20_diff1 + value: 66.7168005185165 + - type: nauc_precision_at_20_max + value: 76.58522761697147 + - type: nauc_precision_at_20_std + value: -0.17923428317323292 + - type: nauc_precision_at_3_diff1 + value: 73.23394851561207 + - type: nauc_precision_at_3_max + value: 74.32517846819215 + - type: nauc_precision_at_3_std + value: -14.142301336188348 + - type: nauc_precision_at_5_diff1 + value: 71.5666882547012 + - type: nauc_precision_at_5_max + value: 75.71098205440033 + - type: nauc_precision_at_5_std + value: -12.808362513638052 + - type: nauc_recall_at_1000_diff1 + value: 71.73736112325805 + - type: nauc_recall_at_1000_max + value: 86.70743436225898 + - type: nauc_recall_at_1000_std + value: 54.45802578371167 + - type: nauc_recall_at_100_diff1 + value: 64.07053861428128 + - type: nauc_recall_at_100_max + value: 78.8348308099261 + - type: nauc_recall_at_100_std + value: 22.72263677785103 + - type: nauc_recall_at_10_diff1 + value: 68.20272901407903 + - type: nauc_recall_at_10_max + value: 75.16315335381938 + - type: nauc_recall_at_10_std + value: -8.060716748913386 + - type: nauc_recall_at_1_diff1 + value: 79.64060747740989 + - type: nauc_recall_at_1_max + value: 69.84278563569617 + - type: nauc_recall_at_1_std + value: -15.936904929655832 + - type: nauc_recall_at_20_diff1 + value: 66.88206981973654 + - type: nauc_recall_at_20_max + value: 76.54824917595687 + - type: nauc_recall_at_20_std + value: -0.40294589316962287 + - type: nauc_recall_at_3_diff1 + value: 73.33076087258938 + - type: nauc_recall_at_3_max + value: 74.33763112508771 + - type: nauc_recall_at_3_std + value: -14.213355414905399 + - type: nauc_recall_at_5_diff1 + value: 71.67487623469464 + - type: nauc_recall_at_5_max + value: 75.72770292516316 + - type: nauc_recall_at_5_std + value: -12.887572274644818 + - type: ndcg_at_1 + value: 58.56400000000001 + - type: ndcg_at_10 + value: 69.298 + - type: ndcg_at_100 + value: 71.95899999999999 + - type: ndcg_at_1000 + value: 72.735 + - type: ndcg_at_20 + value: 70.50699999999999 + - type: ndcg_at_3 + value: 65.81700000000001 + - type: ndcg_at_5 + value: 67.681 + - type: precision_at_1 + value: 58.56400000000001 + - type: precision_at_10 + value: 8.039 + - type: precision_at_100 + value: 0.931 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.259 + - type: precision_at_3 + value: 23.65 + - type: precision_at_5 + value: 15.09 + - type: recall_at_1 + value: 58.553 + - type: recall_at_10 + value: 80.368 + - type: recall_at_100 + value: 93.013 + - type: recall_at_1000 + value: 99.092 + - type: recall_at_20 + value: 85.143 + - type: recall_at_3 + value: 70.928 + - type: recall_at_5 + value: 75.42699999999999 + task: + type: Retrieval + - dataset: + config: eng-spa + name: MTEB MLQARetrieval (eng-spa) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 66.374 + - type: map_at_1 + value: 55.494 + - type: map_at_10 + value: 62.763999999999996 + - type: map_at_100 + value: 63.33 + - type: map_at_1000 + value: 63.36000000000001 + - type: map_at_20 + value: 63.104000000000006 + - type: map_at_3 + value: 61.065000000000005 + - type: map_at_5 + value: 62.053000000000004 + - type: mrr_at_1 + value: 55.49419158255571 + - type: mrr_at_10 + value: 62.765195140457095 + - type: mrr_at_100 + value: 63.33083349354529 + - type: mrr_at_1000 + value: 63.3611897014839 + - type: mrr_at_20 + value: 63.10543590095977 + - type: mrr_at_3 + value: 61.06455913159412 + - type: mrr_at_5 + value: 62.052942296705474 + - type: nauc_map_at_1000_diff1 + value: 75.04200018088618 + - type: nauc_map_at_1000_max + value: 70.49937782771909 + - type: nauc_map_at_1000_std + value: -5.257206317083184 + - type: nauc_map_at_100_diff1 + value: 75.02786834256312 + - type: nauc_map_at_100_max + value: 70.5016476500189 + - type: nauc_map_at_100_std + value: -5.228770832077681 + - type: nauc_map_at_10_diff1 + value: 74.9626552701647 + - type: nauc_map_at_10_max + value: 70.56253732243214 + - type: nauc_map_at_10_std + value: -5.359037281768563 + - type: nauc_map_at_1_diff1 + value: 78.46858307815857 + - type: nauc_map_at_1_max + value: 69.03908373759435 + - type: nauc_map_at_1_std + value: -7.479412070736642 + - type: nauc_map_at_20_diff1 + value: 74.98121458084796 + - type: nauc_map_at_20_max + value: 70.51885366822565 + - type: nauc_map_at_20_std + value: -5.286051287133815 + - type: nauc_map_at_3_diff1 + value: 75.36078454383373 + - type: nauc_map_at_3_max + value: 70.34997144546014 + - type: nauc_map_at_3_std + value: -6.663517224039184 + - type: nauc_map_at_5_diff1 + value: 75.0274512828238 + - type: nauc_map_at_5_max + value: 70.45292551591874 + - type: nauc_map_at_5_std + value: -6.029224488640147 + - type: nauc_mrr_at_1000_diff1 + value: 75.04018768469983 + - type: nauc_mrr_at_1000_max + value: 70.49855509132635 + - type: nauc_mrr_at_1000_std + value: -5.258929961409948 + - type: nauc_mrr_at_100_diff1 + value: 75.02605732810112 + - type: nauc_mrr_at_100_max + value: 70.50082584929103 + - type: nauc_mrr_at_100_std + value: -5.2304917988542154 + - type: nauc_mrr_at_10_diff1 + value: 74.96079080525713 + - type: nauc_mrr_at_10_max + value: 70.56167294920391 + - type: nauc_mrr_at_10_std + value: -5.360650630655072 + - type: nauc_mrr_at_1_diff1 + value: 78.46858307815857 + - type: nauc_mrr_at_1_max + value: 69.03908373759435 + - type: nauc_mrr_at_1_std + value: -7.479412070736642 + - type: nauc_mrr_at_20_diff1 + value: 74.97939804960517 + - type: nauc_mrr_at_20_max + value: 70.51804078965411 + - type: nauc_mrr_at_20_std + value: -5.287681954889177 + - type: nauc_mrr_at_3_diff1 + value: 75.36078454383373 + - type: nauc_mrr_at_3_max + value: 70.34997144546014 + - type: nauc_mrr_at_3_std + value: -6.663517224039184 + - type: nauc_mrr_at_5_diff1 + value: 75.0274512828238 + - type: nauc_mrr_at_5_max + value: 70.45292551591874 + - type: nauc_mrr_at_5_std + value: -6.029224488640147 + - type: nauc_ndcg_at_1000_diff1 + value: 74.22106834748942 + - type: nauc_ndcg_at_1000_max + value: 70.93625922934912 + - type: nauc_ndcg_at_1000_std + value: -3.4878399005946017 + - type: nauc_ndcg_at_100_diff1 + value: 73.74068883646733 + - type: nauc_ndcg_at_100_max + value: 71.02357018347472 + - type: nauc_ndcg_at_100_std + value: -2.462293184201324 + - type: nauc_ndcg_at_10_diff1 + value: 73.40967965536565 + - type: nauc_ndcg_at_10_max + value: 71.29379828672067 + - type: nauc_ndcg_at_10_std + value: -3.295547756383108 + - type: nauc_ndcg_at_1_diff1 + value: 78.46858307815857 + - type: nauc_ndcg_at_1_max + value: 69.03908373759435 + - type: nauc_ndcg_at_1_std + value: -7.479412070736642 + - type: nauc_ndcg_at_20_diff1 + value: 73.45790057693699 + - type: nauc_ndcg_at_20_max + value: 71.16598432419126 + - type: nauc_ndcg_at_20_std + value: -2.962877157646097 + - type: nauc_ndcg_at_3_diff1 + value: 74.30696173964847 + - type: nauc_ndcg_at_3_max + value: 70.79878978459556 + - type: nauc_ndcg_at_3_std + value: -6.297286578628299 + - type: nauc_ndcg_at_5_diff1 + value: 73.65858211199816 + - type: nauc_ndcg_at_5_max + value: 71.01122417463776 + - type: nauc_ndcg_at_5_std + value: -5.075990882646765 + - type: nauc_precision_at_1000_diff1 + value: 68.71065091972568 + - type: nauc_precision_at_1000_max + value: 81.38173585624777 + - type: nauc_precision_at_1000_std + value: 58.035497889797895 + - type: nauc_precision_at_100_diff1 + value: 61.93634256957017 + - type: nauc_precision_at_100_max + value: 74.84191770203093 + - type: nauc_precision_at_100_std + value: 31.3325983123831 + - type: nauc_precision_at_10_diff1 + value: 66.68247010944937 + - type: nauc_precision_at_10_max + value: 74.48773524654571 + - type: nauc_precision_at_10_std + value: 6.560421880785153 + - type: nauc_precision_at_1_diff1 + value: 78.46858307815857 + - type: nauc_precision_at_1_max + value: 69.03908373759435 + - type: nauc_precision_at_1_std + value: -7.479412070736642 + - type: nauc_precision_at_20_diff1 + value: 65.51592872758067 + - type: nauc_precision_at_20_max + value: 74.50684066823096 + - type: nauc_precision_at_20_std + value: 10.830479877698208 + - type: nauc_precision_at_3_diff1 + value: 70.89587884861588 + - type: nauc_precision_at_3_max + value: 72.25310558370424 + - type: nauc_precision_at_3_std + value: -5.0796100900749765 + - type: nauc_precision_at_5_diff1 + value: 68.71885719845497 + - type: nauc_precision_at_5_max + value: 73.02601751485672 + - type: nauc_precision_at_5_std + value: -1.4382681421626857 + - type: nauc_recall_at_1000_diff1 + value: 71.95510299834734 + - type: nauc_recall_at_1000_max + value: 84.03647166092985 + - type: nauc_recall_at_1000_std + value: 56.87490604776847 + - type: nauc_recall_at_100_diff1 + value: 62.446624924715955 + - type: nauc_recall_at_100_max + value: 75.25666892464507 + - type: nauc_recall_at_100_std + value: 31.068789794554686 + - type: nauc_recall_at_10_diff1 + value: 66.70676336328988 + - type: nauc_recall_at_10_max + value: 74.4963699656397 + - type: nauc_recall_at_10_std + value: 6.57498399706916 + - type: nauc_recall_at_1_diff1 + value: 78.46858307815857 + - type: nauc_recall_at_1_max + value: 69.03908373759435 + - type: nauc_recall_at_1_std + value: -7.479412070736642 + - type: nauc_recall_at_20_diff1 + value: 65.54082767974772 + - type: nauc_recall_at_20_max + value: 74.5111529838772 + - type: nauc_recall_at_20_std + value: 10.84574829707354 + - type: nauc_recall_at_3_diff1 + value: 70.89587884861584 + - type: nauc_recall_at_3_max + value: 72.25310558370421 + - type: nauc_recall_at_3_std + value: -5.07961009007491 + - type: nauc_recall_at_5_diff1 + value: 68.71885719845501 + - type: nauc_recall_at_5_max + value: 73.02601751485666 + - type: nauc_recall_at_5_std + value: -1.4382681421626995 + - type: ndcg_at_1 + value: 55.494 + - type: ndcg_at_10 + value: 66.374 + - type: ndcg_at_100 + value: 69.254 + - type: ndcg_at_1000 + value: 70.136 + - type: ndcg_at_20 + value: 67.599 + - type: ndcg_at_3 + value: 62.863 + - type: ndcg_at_5 + value: 64.644 + - type: precision_at_1 + value: 55.494 + - type: precision_at_10 + value: 7.776 + - type: precision_at_100 + value: 0.9159999999999999 + - type: precision_at_1000 + value: 0.099 + - type: precision_at_20 + value: 4.1290000000000004 + - type: precision_at_3 + value: 22.688 + - type: precision_at_5 + value: 14.477 + - type: recall_at_1 + value: 55.494 + - type: recall_at_10 + value: 77.747 + - type: recall_at_100 + value: 91.535 + - type: recall_at_1000 + value: 98.619 + - type: recall_at_20 + value: 82.565 + - type: recall_at_3 + value: 68.063 + - type: recall_at_5 + value: 72.386 + task: + type: Retrieval + - dataset: + config: eng-eng + name: MTEB MLQARetrieval (eng-eng) + revision: 397ed406c1a7902140303e7faf60fff35b58d285 + split: test + type: facebook/mlqa + metrics: + - type: main_score + value: 64.723 + - type: map_at_1 + value: 54.308 + - type: map_at_10 + value: 61.26200000000001 + - type: map_at_100 + value: 61.82299999999999 + - type: map_at_1000 + value: 61.856 + - type: map_at_20 + value: 61.575 + - type: map_at_3 + value: 59.565 + - type: map_at_5 + value: 60.561 + - type: mrr_at_1 + value: 54.31704368848212 + - type: mrr_at_10 + value: 61.26520216098834 + - type: mrr_at_100 + value: 61.82588321127103 + - type: mrr_at_1000 + value: 61.859333030574334 + - type: mrr_at_20 + value: 61.57780339921337 + - type: mrr_at_3 + value: 59.569446842801646 + - type: mrr_at_5 + value: 60.56323029989004 + - type: nauc_map_at_1000_diff1 + value: 74.21413722468635 + - type: nauc_map_at_1000_max + value: 70.41741227882316 + - type: nauc_map_at_1000_std + value: -2.5438707209848506 + - type: nauc_map_at_100_diff1 + value: 74.19812315947975 + - type: nauc_map_at_100_max + value: 70.41589146728445 + - type: nauc_map_at_100_std + value: -2.5336117059429553 + - type: nauc_map_at_10_diff1 + value: 74.21810561152937 + - type: nauc_map_at_10_max + value: 70.48816115200171 + - type: nauc_map_at_10_std + value: -2.7443834681406734 + - type: nauc_map_at_1_diff1 + value: 77.69378738778958 + - type: nauc_map_at_1_max + value: 68.64652310701173 + - type: nauc_map_at_1_std + value: -4.667071946448379 + - type: nauc_map_at_20_diff1 + value: 74.16105697562438 + - type: nauc_map_at_20_max + value: 70.42491994631179 + - type: nauc_map_at_20_std + value: -2.6070416022440472 + - type: nauc_map_at_3_diff1 + value: 74.60449392878863 + - type: nauc_map_at_3_max + value: 70.39888609914269 + - type: nauc_map_at_3_std + value: -3.5401151125723986 + - type: nauc_map_at_5_diff1 + value: 74.2423420992663 + - type: nauc_map_at_5_max + value: 70.36574501826757 + - type: nauc_map_at_5_std + value: -3.2707393116898964 + - type: nauc_mrr_at_1000_diff1 + value: 74.21029843731323 + - type: nauc_mrr_at_1000_max + value: 70.43020492688913 + - type: nauc_mrr_at_1000_std + value: -2.526895582202081 + - type: nauc_mrr_at_100_diff1 + value: 74.19440960479243 + - type: nauc_mrr_at_100_max + value: 70.4288998824232 + - type: nauc_mrr_at_100_std + value: -2.5160929945118107 + - type: nauc_mrr_at_10_diff1 + value: 74.2141357266166 + - type: nauc_mrr_at_10_max + value: 70.5005683347807 + - type: nauc_mrr_at_10_std + value: -2.727154557882168 + - type: nauc_mrr_at_1_diff1 + value: 77.69891248239793 + - type: nauc_mrr_at_1_max + value: 68.68255231164922 + - type: nauc_mrr_at_1_std + value: -4.630226727154317 + - type: nauc_mrr_at_20_diff1 + value: 74.15705434409723 + - type: nauc_mrr_at_20_max + value: 70.43741835972747 + - type: nauc_mrr_at_20_std + value: -2.5896756472464495 + - type: nauc_mrr_at_3_diff1 + value: 74.5981844349412 + - type: nauc_mrr_at_3_max + value: 70.41834937080564 + - type: nauc_mrr_at_3_std + value: -3.5161656408031163 + - type: nauc_mrr_at_5_diff1 + value: 74.23847535424844 + - type: nauc_mrr_at_5_max + value: 70.37763810013656 + - type: nauc_mrr_at_5_std + value: -3.2560955164581733 + - type: nauc_ndcg_at_1000_diff1 + value: 73.20994496725493 + - type: nauc_ndcg_at_1000_max + value: 70.8903016277125 + - type: nauc_ndcg_at_1000_std + value: -0.625772298462309 + - type: nauc_ndcg_at_100_diff1 + value: 72.6847141682645 + - type: nauc_ndcg_at_100_max + value: 70.86564422034162 + - type: nauc_ndcg_at_100_std + value: -0.07195786766326141 + - type: nauc_ndcg_at_10_diff1 + value: 72.78806493754281 + - type: nauc_ndcg_at_10_max + value: 71.21957067926769 + - type: nauc_ndcg_at_10_std + value: -1.2760418313382227 + - type: nauc_ndcg_at_1_diff1 + value: 77.69891248239793 + - type: nauc_ndcg_at_1_max + value: 68.68255231164922 + - type: nauc_ndcg_at_1_std + value: -4.630226727154317 + - type: nauc_ndcg_at_20_diff1 + value: 72.52082440882546 + - type: nauc_ndcg_at_20_max + value: 70.98185004796734 + - type: nauc_ndcg_at_20_std + value: -0.6908280874815464 + - type: nauc_ndcg_at_3_diff1 + value: 73.59870660843939 + - type: nauc_ndcg_at_3_max + value: 70.94391957288654 + - type: nauc_ndcg_at_3_std + value: -3.147723179140428 + - type: nauc_ndcg_at_5_diff1 + value: 72.90122868193457 + - type: nauc_ndcg_at_5_max + value: 70.89376368965165 + - type: nauc_ndcg_at_5_std + value: -2.6451807385626744 + - type: nauc_precision_at_1000_diff1 + value: 58.14737201864067 + - type: nauc_precision_at_1000_max + value: 78.79011251144826 + - type: nauc_precision_at_1000_std + value: 59.98985420476577 + - type: nauc_precision_at_100_diff1 + value: 59.21069121644552 + - type: nauc_precision_at_100_max + value: 73.00557835912306 + - type: nauc_precision_at_100_std + value: 26.85027406282173 + - type: nauc_precision_at_10_diff1 + value: 66.8760831023675 + - type: nauc_precision_at_10_max + value: 74.21167950452596 + - type: nauc_precision_at_10_std + value: 5.453652499335947 + - type: nauc_precision_at_1_diff1 + value: 77.69891248239793 + - type: nauc_precision_at_1_max + value: 68.68255231164922 + - type: nauc_precision_at_1_std + value: -4.630226727154317 + - type: nauc_precision_at_20_diff1 + value: 64.3118559132602 + - type: nauc_precision_at_20_max + value: 73.33078184673825 + - type: nauc_precision_at_20_std + value: 9.993299523049402 + - type: nauc_precision_at_3_diff1 + value: 70.38667185155593 + - type: nauc_precision_at_3_max + value: 72.66495006030951 + - type: nauc_precision_at_3_std + value: -1.8532839591326276 + - type: nauc_precision_at_5_diff1 + value: 68.12161337583686 + - type: nauc_precision_at_5_max + value: 72.65644960375046 + - type: nauc_precision_at_5_std + value: -0.33317164167012875 + - type: nauc_recall_at_1000_diff1 + value: 61.63204394739985 + - type: nauc_recall_at_1000_max + value: 81.77241537319897 + - type: nauc_recall_at_1000_std + value: 58.44841544062308 + - type: nauc_recall_at_100_diff1 + value: 59.72072697224705 + - type: nauc_recall_at_100_max + value: 73.28519507061553 + - type: nauc_recall_at_100_std + value: 26.27318390763456 + - type: nauc_recall_at_10_diff1 + value: 66.9757135465418 + - type: nauc_recall_at_10_max + value: 74.21919493374149 + - type: nauc_recall_at_10_std + value: 5.323369605377166 + - type: nauc_recall_at_1_diff1 + value: 77.69378738778958 + - type: nauc_recall_at_1_max + value: 68.64652310701173 + - type: nauc_recall_at_1_std + value: -4.667071946448379 + - type: nauc_recall_at_20_diff1 + value: 64.42290081731899 + - type: nauc_recall_at_20_max + value: 73.3358289439033 + - type: nauc_recall_at_20_std + value: 9.846598361586073 + - type: nauc_recall_at_3_diff1 + value: 70.41211290964785 + - type: nauc_recall_at_3_max + value: 72.64451776775402 + - type: nauc_recall_at_3_std + value: -1.916280959835826 + - type: nauc_recall_at_5_diff1 + value: 68.20695272727916 + - type: nauc_recall_at_5_max + value: 72.66404224006101 + - type: nauc_recall_at_5_std + value: -0.431125323007886 + - type: ndcg_at_1 + value: 54.31700000000001 + - type: ndcg_at_10 + value: 64.723 + - type: ndcg_at_100 + value: 67.648 + - type: ndcg_at_1000 + value: 68.619 + - type: ndcg_at_20 + value: 65.85499999999999 + - type: ndcg_at_3 + value: 61.244 + - type: ndcg_at_5 + value: 63.038000000000004 + - type: precision_at_1 + value: 54.31700000000001 + - type: precision_at_10 + value: 7.564 + - type: precision_at_100 + value: 0.898 + - type: precision_at_1000 + value: 0.098 + - type: precision_at_20 + value: 4.005 + - type: precision_at_3 + value: 22.034000000000002 + - type: precision_at_5 + value: 14.093 + - type: recall_at_1 + value: 54.308 + - type: recall_at_10 + value: 75.622 + - type: recall_at_100 + value: 89.744 + - type: recall_at_1000 + value: 97.539 + - type: recall_at_20 + value: 80.085 + - type: recall_at_3 + value: 66.09 + - type: recall_at_5 + value: 70.446 + task: + type: Retrieval + - dataset: + config: de + name: MTEB MLSUMClusteringP2P (de) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 41.267647761702854 + - type: v_measure + value: 41.267647761702854 + - type: v_measure_std + value: 10.93390895077248 + task: + type: Clustering + - dataset: + config: fr + name: MTEB MLSUMClusteringP2P (fr) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 44.68714862333979 + - type: v_measure + value: 44.68714862333979 + - type: v_measure_std + value: 1.811036989797814 + task: + type: Clustering + - dataset: + config: ru + name: MTEB MLSUMClusteringP2P (ru) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 41.92518785753813 + - type: v_measure + value: 41.92518785753813 + - type: v_measure_std + value: 5.9356661900220775 + task: + type: Clustering + - dataset: + config: es + name: MTEB MLSUMClusteringP2P (es) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 48.69875719812033 + - type: v_measure + value: 48.69875719812033 + - type: v_measure_std + value: 1.204253881950113 + task: + type: Clustering + - dataset: + config: de + name: MTEB MLSUMClusteringS2S (de) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 40.07927325071353 + - type: v_measure + value: 40.07927325071353 + - type: v_measure_std + value: 9.296680835266145 + task: + type: Clustering + - dataset: + config: fr + name: MTEB MLSUMClusteringS2S (fr) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 44.88484854069901 + - type: v_measure + value: 44.88484854069901 + - type: v_measure_std + value: 2.3704247819781843 + task: + type: Clustering + - dataset: + config: ru + name: MTEB MLSUMClusteringS2S (ru) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 43.97657450929179 + - type: v_measure + value: 43.97657450929179 + - type: v_measure_std + value: 6.087547931333613 + task: + type: Clustering + - dataset: + config: es + name: MTEB MLSUMClusteringS2S (es) + revision: b5d54f8f3b61ae17845046286940f03c6bc79bc7 + split: test + type: reciTAL/mlsum + metrics: + - type: main_score + value: 48.41108671948728 + - type: v_measure + value: 48.41108671948728 + - type: v_measure_std + value: 1.3848320630151243 + task: + type: Clustering + - dataset: + config: default + name: MTEB MMarcoReranking (default) + revision: 8e0c766dbe9e16e1d221116a3f36795fbade07f6 + split: dev + type: C-MTEB/Mmarco-reranking + metrics: + - type: map + value: 21.050447576170395 + - type: mrr + value: 20.201984126984126 + - type: main_score + value: 21.050447576170395 + task: + type: Reranking + - dataset: + config: default + name: MTEB MMarcoRetrieval (default) + revision: 539bbde593d947e2a124ba72651aafc09eb33fc2 + split: dev + type: C-MTEB/MMarcoRetrieval + metrics: + - type: main_score + value: 79.687 + - type: map_at_1 + value: 66.872 + - type: map_at_10 + value: 75.949 + - type: map_at_100 + value: 76.25 + - type: map_at_1000 + value: 76.259 + - type: map_at_20 + value: 76.145 + - type: map_at_3 + value: 74.01299999999999 + - type: map_at_5 + value: 75.232 + - type: mrr_at_1 + value: 69.18338108882521 + - type: mrr_at_10 + value: 76.5424227952881 + - type: mrr_at_100 + value: 76.8019342792628 + - type: mrr_at_1000 + value: 76.81002278342808 + - type: mrr_at_20 + value: 76.7115234815896 + - type: mrr_at_3 + value: 74.83046800382044 + - type: mrr_at_5 + value: 75.88490926456515 + - type: nauc_map_at_1000_diff1 + value: 78.06933310424179 + - type: nauc_map_at_1000_max + value: 49.392948209665896 + - type: nauc_map_at_1000_std + value: -15.126109322591166 + - type: nauc_map_at_100_diff1 + value: 78.06612779298378 + - type: nauc_map_at_100_max + value: 49.40761618630397 + - type: nauc_map_at_100_std + value: -15.099282408159349 + - type: nauc_map_at_10_diff1 + value: 77.94565685470538 + - type: nauc_map_at_10_max + value: 49.50559610363201 + - type: nauc_map_at_10_std + value: -15.182130695916355 + - type: nauc_map_at_1_diff1 + value: 79.84814509858211 + - type: nauc_map_at_1_max + value: 40.78978466656547 + - type: nauc_map_at_1_std + value: -19.96189264026715 + - type: nauc_map_at_20_diff1 + value: 78.03597839981245 + - type: nauc_map_at_20_max + value: 49.49477427223376 + - type: nauc_map_at_20_std + value: -15.084990000838378 + - type: nauc_map_at_3_diff1 + value: 78.0637014655507 + - type: nauc_map_at_3_max + value: 48.63214001973341 + - type: nauc_map_at_3_std + value: -17.093950563306596 + - type: nauc_map_at_5_diff1 + value: 77.94068229240348 + - type: nauc_map_at_5_max + value: 49.38930719689204 + - type: nauc_map_at_5_std + value: -15.9919454201954 + - type: nauc_mrr_at_1000_diff1 + value: 78.34582398092816 + - type: nauc_mrr_at_1000_max + value: 49.623566992784156 + - type: nauc_mrr_at_1000_std + value: -14.381347765493265 + - type: nauc_mrr_at_100_diff1 + value: 78.3429966714221 + - type: nauc_mrr_at_100_max + value: 49.63684922240546 + - type: nauc_mrr_at_100_std + value: -14.354914066301236 + - type: nauc_mrr_at_10_diff1 + value: 78.2208070219624 + - type: nauc_mrr_at_10_max + value: 49.77720536573364 + - type: nauc_mrr_at_10_std + value: -14.316233764741812 + - type: nauc_mrr_at_1_diff1 + value: 80.22305496572142 + - type: nauc_mrr_at_1_max + value: 44.30231210192536 + - type: nauc_mrr_at_1_std + value: -18.942549914934492 + - type: nauc_mrr_at_20_diff1 + value: 78.31006724240147 + - type: nauc_mrr_at_20_max + value: 49.72338465276142 + - type: nauc_mrr_at_20_std + value: -14.30722621948953 + - type: nauc_mrr_at_3_diff1 + value: 78.39832634634523 + - type: nauc_mrr_at_3_max + value: 49.24985961036677 + - type: nauc_mrr_at_3_std + value: -15.966286866763191 + - type: nauc_mrr_at_5_diff1 + value: 78.2406507247798 + - type: nauc_mrr_at_5_max + value: 49.71276359754787 + - type: nauc_mrr_at_5_std + value: -14.979526226149698 + - type: nauc_ndcg_at_1000_diff1 + value: 77.74892471071016 + - type: nauc_ndcg_at_1000_max + value: 51.11543344053061 + - type: nauc_ndcg_at_1000_std + value: -12.208878737005096 + - type: nauc_ndcg_at_100_diff1 + value: 77.67462502211228 + - type: nauc_ndcg_at_100_max + value: 51.593977338939034 + - type: nauc_ndcg_at_100_std + value: -11.312126179513802 + - type: nauc_ndcg_at_10_diff1 + value: 77.0571291760012 + - type: nauc_ndcg_at_10_max + value: 52.35435572808972 + - type: nauc_ndcg_at_10_std + value: -11.33242546164059 + - type: nauc_ndcg_at_1_diff1 + value: 80.22305496572142 + - type: nauc_ndcg_at_1_max + value: 44.30231210192536 + - type: nauc_ndcg_at_1_std + value: -18.942549914934492 + - type: nauc_ndcg_at_20_diff1 + value: 77.4141216117471 + - type: nauc_ndcg_at_20_max + value: 52.340600871365375 + - type: nauc_ndcg_at_20_std + value: -10.989010161550912 + - type: nauc_ndcg_at_3_diff1 + value: 77.43971989259062 + - type: nauc_ndcg_at_3_max + value: 50.59251358320663 + - type: nauc_ndcg_at_3_std + value: -15.59337960636058 + - type: nauc_ndcg_at_5_diff1 + value: 77.12174287031847 + - type: nauc_ndcg_at_5_max + value: 51.97108510288907 + - type: nauc_ndcg_at_5_std + value: -13.474902612427167 + - type: nauc_precision_at_1000_diff1 + value: -19.36793534929367 + - type: nauc_precision_at_1000_max + value: 11.803383262344036 + - type: nauc_precision_at_1000_std + value: 24.304436015177046 + - type: nauc_precision_at_100_diff1 + value: -6.273790806909921 + - type: nauc_precision_at_100_max + value: 23.372606271300747 + - type: nauc_precision_at_100_std + value: 29.085768971612342 + - type: nauc_precision_at_10_diff1 + value: 21.67045907336595 + - type: nauc_precision_at_10_max + value: 41.68948432407223 + - type: nauc_precision_at_10_std + value: 17.837055074458092 + - type: nauc_precision_at_1_diff1 + value: 80.22305496572142 + - type: nauc_precision_at_1_max + value: 44.30231210192536 + - type: nauc_precision_at_1_std + value: -18.942549914934492 + - type: nauc_precision_at_20_diff1 + value: 12.577671896684803 + - type: nauc_precision_at_20_max + value: 37.44944702246691 + - type: nauc_precision_at_20_std + value: 23.635897665206087 + - type: nauc_precision_at_3_diff1 + value: 47.165335112814056 + - type: nauc_precision_at_3_max + value: 47.0458691263379 + - type: nauc_precision_at_3_std + value: -3.3181861146890217 + - type: nauc_precision_at_5_diff1 + value: 35.406205343514806 + - type: nauc_precision_at_5_max + value: 45.56549449285401 + - type: nauc_precision_at_5_std + value: 5.612378074562386 + - type: nauc_recall_at_1000_diff1 + value: 72.32762520815842 + - type: nauc_recall_at_1000_max + value: 85.64979256307343 + - type: nauc_recall_at_1000_std + value: 73.61925297037476 + - type: nauc_recall_at_100_diff1 + value: 72.31946328709962 + - type: nauc_recall_at_100_max + value: 83.76576070068353 + - type: nauc_recall_at_100_std + value: 57.39376538662535 + - type: nauc_recall_at_10_diff1 + value: 69.51307788072499 + - type: nauc_recall_at_10_max + value: 69.60124733654142 + - type: nauc_recall_at_10_std + value: 13.483540424716892 + - type: nauc_recall_at_1_diff1 + value: 79.84814509858211 + - type: nauc_recall_at_1_max + value: 40.78978466656547 + - type: nauc_recall_at_1_std + value: -19.96189264026715 + - type: nauc_recall_at_20_diff1 + value: 70.92168324710599 + - type: nauc_recall_at_20_max + value: 76.09106252420084 + - type: nauc_recall_at_20_std + value: 25.406842300761447 + - type: nauc_recall_at_3_diff1 + value: 74.1212680517145 + - type: nauc_recall_at_3_max + value: 56.24921832879403 + - type: nauc_recall_at_3_std + value: -11.55542913578436 + - type: nauc_recall_at_5_diff1 + value: 72.31262959872993 + - type: nauc_recall_at_5_max + value: 62.761214896697915 + - type: nauc_recall_at_5_std + value: -3.280167584070396 + - type: ndcg_at_1 + value: 69.18299999999999 + - type: ndcg_at_10 + value: 79.687 + - type: ndcg_at_100 + value: 81.062 + - type: ndcg_at_1000 + value: 81.312 + - type: ndcg_at_20 + value: 80.34599999999999 + - type: ndcg_at_3 + value: 75.98700000000001 + - type: ndcg_at_5 + value: 78.039 + - type: precision_at_1 + value: 69.18299999999999 + - type: precision_at_10 + value: 9.636 + - type: precision_at_100 + value: 1.0330000000000001 + - type: precision_at_1000 + value: 0.105 + - type: precision_at_20 + value: 4.958 + - type: precision_at_3 + value: 28.515 + - type: precision_at_5 + value: 18.201 + - type: recall_at_1 + value: 66.872 + - type: recall_at_10 + value: 90.688 + - type: recall_at_100 + value: 96.99 + - type: recall_at_1000 + value: 98.958 + - type: recall_at_20 + value: 93.21199999999999 + - type: recall_at_3 + value: 80.84599999999999 + - type: recall_at_5 + value: 85.732 + task: + type: Retrieval + - dataset: + config: default + name: MTEB MSMARCO (default) + revision: c5a29a104738b98a9e76336939199e264163d4a0 + split: dev + type: mteb/msmarco + metrics: + - type: map_at_1 + value: 21.861 + - type: map_at_10 + value: 34.008 + - type: map_at_100 + value: 35.174 + - type: map_at_1000 + value: 35.224 + - type: map_at_20 + value: 34.705999999999996 + - type: map_at_3 + value: 30.209000000000003 + - type: map_at_5 + value: 32.351 + - type: mrr_at_1 + value: 22.493 + - type: mrr_at_10 + value: 34.583999999999996 + - type: mrr_at_100 + value: 35.691 + - type: mrr_at_1000 + value: 35.736000000000004 + - type: mrr_at_20 + value: 35.257 + - type: mrr_at_3 + value: 30.85 + - type: mrr_at_5 + value: 32.962 + - type: ndcg_at_1 + value: 22.493 + - type: ndcg_at_10 + value: 40.815 + - type: ndcg_at_100 + value: 46.483999999999995 + - type: ndcg_at_1000 + value: 47.73 + - type: ndcg_at_20 + value: 43.302 + - type: ndcg_at_3 + value: 33.056000000000004 + - type: ndcg_at_5 + value: 36.879 + - type: precision_at_1 + value: 22.493 + - type: precision_at_10 + value: 6.465999999999999 + - type: precision_at_100 + value: 0.932 + - type: precision_at_1000 + value: 0.104 + - type: precision_at_20 + value: 3.752 + - type: precision_at_3 + value: 14.069 + - type: precision_at_5 + value: 10.384 + - type: recall_at_1 + value: 21.861 + - type: recall_at_10 + value: 61.781 + - type: recall_at_100 + value: 88.095 + - type: recall_at_1000 + value: 97.625 + - type: recall_at_20 + value: 71.44500000000001 + - type: recall_at_3 + value: 40.653 + - type: recall_at_5 + value: 49.841 + - type: main_score + value: 40.815 + task: + type: Retrieval + - dataset: + config: en + name: MTEB MTOPDomainClassification (en) + revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf + split: test + type: mteb/mtop_domain + metrics: + - type: accuracy + value: 97.4874601003192 + - type: f1 + value: 97.19067544931094 + - type: f1_weighted + value: 97.49331776181019 + - type: main_score + value: 97.4874601003192 + task: + type: Classification + - dataset: + config: de + name: MTEB MTOPDomainClassification (de) + revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf + split: test + type: mteb/mtop_domain + metrics: + - type: accuracy + value: 96.89489997182305 + - type: f1 + value: 96.51138586512977 + - type: f1_weighted + value: 96.89723065967186 + - type: main_score + value: 96.89489997182305 + task: + type: Classification + - dataset: + config: es + name: MTEB MTOPDomainClassification (es) + revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf + split: test + type: mteb/mtop_domain + metrics: + - type: accuracy + value: 97.17144763175452 + - type: f1 + value: 96.81785681878274 + - type: f1_weighted + value: 97.1778974586874 + - type: main_score + value: 97.17144763175452 + task: + type: Classification + - dataset: + config: fr + name: MTEB MTOPDomainClassification (fr) + revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf + split: test + type: mteb/mtop_domain + metrics: + - type: accuracy + value: 96.30128405887879 + - type: f1 + value: 95.94555923088487 + - type: f1_weighted + value: 96.30399416794926 + - type: main_score + value: 96.30128405887879 + task: + type: Classification + - dataset: + config: en + name: MTEB MTOPIntentClassification (en) + revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba + split: test + type: mteb/mtop_intent + metrics: + - type: accuracy + value: 84.53488372093022 + - type: f1 + value: 61.77995074251401 + - type: f1_weighted + value: 86.8005170485101 + - type: main_score + value: 84.53488372093022 + task: + type: Classification + - dataset: + config: de + name: MTEB MTOPIntentClassification (de) + revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba + split: test + type: mteb/mtop_intent + metrics: + - type: accuracy + value: 80.79459002535924 + - type: f1 + value: 56.08938302001448 + - type: f1_weighted + value: 83.66582131948252 + - type: main_score + value: 80.79459002535924 + task: + type: Classification + - dataset: + config: es + name: MTEB MTOPIntentClassification (es) + revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba + split: test + type: mteb/mtop_intent + metrics: + - type: accuracy + value: 84.7765176784523 + - type: f1 + value: 61.39860057885528 + - type: f1_weighted + value: 86.94881745670745 + - type: main_score + value: 84.7765176784523 + task: + type: Classification + - dataset: + config: fr + name: MTEB MTOPIntentClassification (fr) + revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba + split: test + type: mteb/mtop_intent + metrics: + - type: accuracy + value: 82.2079549013467 + - type: f1 + value: 59.90260478749016 + - type: f1_weighted + value: 84.36861708593257 + - type: main_score + value: 82.2079549013467 + task: + type: Classification + - dataset: + config: eng + name: MTEB MasakhaNEWSClassification (eng) + revision: 18193f187b92da67168c655c9973a165ed9593dd + split: test + type: mteb/masakhanews + metrics: + - type: accuracy + value: 74.98945147679325 + - type: f1 + value: 74.3157483560261 + - type: f1_weighted + value: 75.01179008904884 + - type: main_score + value: 74.98945147679325 + task: + type: Classification + - dataset: + config: fra + name: MTEB MasakhaNEWSClassification (fra) + revision: 18193f187b92da67168c655c9973a165ed9593dd + split: test + type: mteb/masakhanews + metrics: + - type: accuracy + value: 74.02843601895735 + - type: f1 + value: 70.40326349620732 + - type: f1_weighted + value: 74.6596277063484 + - type: main_score + value: 74.02843601895735 + task: + type: Classification + - dataset: + config: amh + name: MTEB MasakhaNEWSClusteringP2P (amh) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 69.45780291725053 + - type: v_measure + value: 69.45780291725053 + - type: v_measure_std + value: 36.54340055904091 + task: + type: Clustering + - dataset: + config: eng + name: MTEB MasakhaNEWSClusteringP2P (eng) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 64.88996119332239 + - type: v_measure + value: 64.88996119332239 + - type: v_measure_std + value: 30.017223408197268 + task: + type: Clustering + - dataset: + config: fra + name: MTEB MasakhaNEWSClusteringP2P (fra) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 42.362383958691666 + - type: v_measure + value: 42.362383958691666 + - type: v_measure_std + value: 37.61076788039063 + task: + type: Clustering + - dataset: + config: hau + name: MTEB MasakhaNEWSClusteringP2P (hau) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 43.29201252405562 + - type: v_measure + value: 43.29201252405562 + - type: v_measure_std + value: 34.31987945146255 + task: + type: Clustering + - dataset: + config: ibo + name: MTEB MasakhaNEWSClusteringP2P (ibo) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 33.59926542995238 + - type: v_measure + value: 33.59926542995238 + - type: v_measure_std + value: 35.70048601084112 + task: + type: Clustering + - dataset: + config: lin + name: MTEB MasakhaNEWSClusteringP2P (lin) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 67.58487601893106 + - type: v_measure + value: 67.58487601893106 + - type: v_measure_std + value: 35.16784970777931 + task: + type: Clustering + - dataset: + config: lug + name: MTEB MasakhaNEWSClusteringP2P (lug) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 50.01220872023533 + - type: v_measure + value: 50.01220872023533 + - type: v_measure_std + value: 41.87411574676182 + task: + type: Clustering + - dataset: + config: orm + name: MTEB MasakhaNEWSClusteringP2P (orm) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 29.007847502598317 + - type: v_measure + value: 29.007847502598317 + - type: v_measure_std + value: 38.374997395079994 + task: + type: Clustering + - dataset: + config: pcm + name: MTEB MasakhaNEWSClusteringP2P (pcm) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 79.13520228554611 + - type: v_measure + value: 79.13520228554611 + - type: v_measure_std + value: 18.501843848275183 + task: + type: Clustering + - dataset: + config: run + name: MTEB MasakhaNEWSClusteringP2P (run) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 60.317213909746656 + - type: v_measure + value: 60.317213909746656 + - type: v_measure_std + value: 36.500281823747386 + task: + type: Clustering + - dataset: + config: sna + name: MTEB MasakhaNEWSClusteringP2P (sna) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 59.395277358240946 + - type: v_measure + value: 59.395277358240946 + - type: v_measure_std + value: 37.500916816164654 + task: + type: Clustering + - dataset: + config: som + name: MTEB MasakhaNEWSClusteringP2P (som) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 38.18638688704302 + - type: v_measure + value: 38.18638688704302 + - type: v_measure_std + value: 35.453681137564466 + task: + type: Clustering + - dataset: + config: swa + name: MTEB MasakhaNEWSClusteringP2P (swa) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 29.49230755729658 + - type: v_measure + value: 29.49230755729658 + - type: v_measure_std + value: 28.284313285264645 + task: + type: Clustering + - dataset: + config: tir + name: MTEB MasakhaNEWSClusteringP2P (tir) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 60.632258622750115 + - type: v_measure + value: 60.632258622750115 + - type: v_measure_std + value: 34.429711214740564 + task: + type: Clustering + - dataset: + config: xho + name: MTEB MasakhaNEWSClusteringP2P (xho) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 41.76322918806381 + - type: v_measure + value: 41.76322918806381 + - type: v_measure_std + value: 36.43245296200775 + task: + type: Clustering + - dataset: + config: yor + name: MTEB MasakhaNEWSClusteringP2P (yor) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 33.17083910808645 + - type: v_measure + value: 33.17083910808645 + - type: v_measure_std + value: 34.87547994284835 + task: + type: Clustering + - dataset: + config: amh + name: MTEB MasakhaNEWSClusteringS2S (amh) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 60.95132147787602 + - type: v_measure + value: 60.95132147787602 + - type: v_measure_std + value: 37.330148394033365 + task: + type: Clustering + - dataset: + config: eng + name: MTEB MasakhaNEWSClusteringS2S (eng) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 60.974810831426595 + - type: v_measure + value: 60.974810831426595 + - type: v_measure_std + value: 24.934675467507827 + task: + type: Clustering + - dataset: + config: fra + name: MTEB MasakhaNEWSClusteringS2S (fra) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 44.479206673553335 + - type: v_measure + value: 44.479206673553335 + - type: v_measure_std + value: 32.58254804499339 + task: + type: Clustering + - dataset: + config: hau + name: MTEB MasakhaNEWSClusteringS2S (hau) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 26.4742082741682 + - type: v_measure + value: 26.4742082741682 + - type: v_measure_std + value: 22.344929192323097 + task: + type: Clustering + - dataset: + config: ibo + name: MTEB MasakhaNEWSClusteringS2S (ibo) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 38.906129911741985 + - type: v_measure + value: 38.906129911741985 + - type: v_measure_std + value: 34.785601792668444 + task: + type: Clustering + - dataset: + config: lin + name: MTEB MasakhaNEWSClusteringS2S (lin) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 62.60982020876592 + - type: v_measure + value: 62.60982020876592 + - type: v_measure_std + value: 40.7368955715045 + task: + type: Clustering + - dataset: + config: lug + name: MTEB MasakhaNEWSClusteringS2S (lug) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 42.70424106365967 + - type: v_measure + value: 42.70424106365967 + - type: v_measure_std + value: 46.80946241135087 + task: + type: Clustering + - dataset: + config: orm + name: MTEB MasakhaNEWSClusteringS2S (orm) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 28.609942199922322 + - type: v_measure + value: 28.609942199922322 + - type: v_measure_std + value: 38.46685040191088 + task: + type: Clustering + - dataset: + config: pcm + name: MTEB MasakhaNEWSClusteringS2S (pcm) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 76.83901348810822 + - type: v_measure + value: 76.83901348810822 + - type: v_measure_std + value: 17.57617141269189 + task: + type: Clustering + - dataset: + config: run + name: MTEB MasakhaNEWSClusteringS2S (run) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 46.89757547846193 + - type: v_measure + value: 46.89757547846193 + - type: v_measure_std + value: 44.58903590203438 + task: + type: Clustering + - dataset: + config: sna + name: MTEB MasakhaNEWSClusteringS2S (sna) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 55.37185207068829 + - type: v_measure + value: 55.37185207068829 + - type: v_measure_std + value: 36.944574863543004 + task: + type: Clustering + - dataset: + config: som + name: MTEB MasakhaNEWSClusteringS2S (som) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 37.44211021681754 + - type: v_measure + value: 37.44211021681754 + - type: v_measure_std + value: 33.41469994463241 + task: + type: Clustering + - dataset: + config: swa + name: MTEB MasakhaNEWSClusteringS2S (swa) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 26.020680621216062 + - type: v_measure + value: 26.020680621216062 + - type: v_measure_std + value: 25.480037522570413 + task: + type: Clustering + - dataset: + config: tir + name: MTEB MasakhaNEWSClusteringS2S (tir) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 63.74306846771303 + - type: v_measure + value: 63.74306846771303 + - type: v_measure_std + value: 32.19119631078685 + task: + type: Clustering + - dataset: + config: xho + name: MTEB MasakhaNEWSClusteringS2S (xho) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 24.580890519243777 + - type: v_measure + value: 24.580890519243777 + - type: v_measure_std + value: 37.941836363967106 + task: + type: Clustering + - dataset: + config: yor + name: MTEB MasakhaNEWSClusteringS2S (yor) + revision: 8ccc72e69e65f40c70e117d8b3c08306bb788b60 + split: test + type: masakhane/masakhanews + metrics: + - type: main_score + value: 43.63458888828314 + - type: v_measure + value: 43.63458888828314 + - type: v_measure_std + value: 31.28169350649098 + task: + type: Clustering + - dataset: + config: pl + name: MTEB MassiveIntentClassification (pl) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 75.37323470073974 + - type: f1 + value: 71.1836877753734 + - type: f1_weighted + value: 75.72073213955457 + - type: main_score + value: 75.37323470073974 + task: + type: Classification + - dataset: + config: de + name: MTEB MassiveIntentClassification (de) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 74.83523873570948 + - type: f1 + value: 70.72375821116886 + - type: f1_weighted + value: 75.20800490010755 + - type: main_score + value: 74.83523873570948 + task: + type: Classification + - dataset: + config: es + name: MTEB MassiveIntentClassification (es) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 75.31607262945528 + - type: f1 + value: 72.06063554897662 + - type: f1_weighted + value: 75.72438161355252 + - type: main_score + value: 75.31607262945528 + task: + type: Classification + - dataset: + config: ru + name: MTEB MassiveIntentClassification (ru) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 76.7955615332885 + - type: f1 + value: 73.08099648499756 + - type: f1_weighted + value: 77.18482068239668 + - type: main_score + value: 76.7955615332885 + task: + type: Classification + - dataset: + config: en + name: MTEB MassiveIntentClassification (en) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 77.60591795561534 + - type: f1 + value: 74.46676705370395 + - type: f1_weighted + value: 77.69888062336614 + - type: main_score + value: 77.60591795561534 + task: + type: Classification + - dataset: + config: fr + name: MTEB MassiveIntentClassification (fr) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 76.32145258910558 + - type: f1 + value: 72.89824154178328 + - type: f1_weighted + value: 76.6539327979472 + - type: main_score + value: 76.32145258910558 + task: + type: Classification + - dataset: + config: zh-CN + name: MTEB MassiveIntentClassification (zh-CN) + revision: 4672e20407010da34463acc759c162ca9734bca6 + split: test + type: mteb/amazon_massive_intent + metrics: + - type: accuracy + value: 73.21788836583724 + - type: f1 + value: 70.45594512246377 + - type: f1_weighted + value: 73.67862536499393 + - type: main_score + value: 73.21788836583724 + task: + type: Classification + - dataset: + config: zh-CN + name: MTEB MassiveScenarioClassification (zh-CN) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 80.82044384667114 + - type: f1 + value: 80.53217664465089 + - type: f1_weighted + value: 80.94535087010512 + - type: main_score + value: 80.82044384667114 + task: + type: Classification + - dataset: + config: pl + name: MTEB MassiveScenarioClassification (pl) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 82.1049092131809 + - type: f1 + value: 81.55343463694733 + - type: f1_weighted + value: 82.33509098770782 + - type: main_score + value: 82.1049092131809 + task: + type: Classification + - dataset: + config: es + name: MTEB MassiveScenarioClassification (es) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 82.58238063214526 + - type: f1 + value: 82.27974449333072 + - type: f1_weighted + value: 82.81337569618209 + - type: main_score + value: 82.58238063214526 + task: + type: Classification + - dataset: + config: de + name: MTEB MassiveScenarioClassification (de) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 83.97108271687962 + - type: f1 + value: 83.56285606936076 + - type: f1_weighted + value: 84.10198745390771 + - type: main_score + value: 83.97108271687962 + task: + type: Classification + - dataset: + config: en + name: MTEB MassiveScenarioClassification (en) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 84.71082716879623 + - type: f1 + value: 84.09447062371402 + - type: f1_weighted + value: 84.73765765551342 + - type: main_score + value: 84.71082716879623 + task: + type: Classification + - dataset: + config: fr + name: MTEB MassiveScenarioClassification (fr) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 83.093476798924 + - type: f1 + value: 82.72656900752943 + - type: f1_weighted + value: 83.26606516503364 + - type: main_score + value: 83.093476798924 + task: + type: Classification + - dataset: + config: ru + name: MTEB MassiveScenarioClassification (ru) + revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8 + split: test + type: mteb/amazon_massive_scenario + metrics: + - type: accuracy + value: 84.05850706119705 + - type: f1 + value: 83.64234048881222 + - type: f1_weighted + value: 84.17315768381876 + - type: main_score + value: 84.05850706119705 + task: + type: Classification + - dataset: + config: default + name: MTEB MedicalRetrieval (default) + revision: 2039188fb5800a9803ba5048df7b76e6fb151fc6 + split: dev + type: C-MTEB/MedicalRetrieval + metrics: + - type: main_score + value: 56.635999999999996 + - type: map_at_1 + value: 48.699999999999996 + - type: map_at_10 + value: 53.991 + - type: map_at_100 + value: 54.449999999999996 + - type: map_at_1000 + value: 54.515 + - type: map_at_20 + value: 54.212 + - type: map_at_3 + value: 52.833 + - type: map_at_5 + value: 53.503 + - type: mrr_at_1 + value: 48.699999999999996 + - type: mrr_at_10 + value: 53.991309523809505 + - type: mrr_at_100 + value: 54.45008993448266 + - type: mrr_at_1000 + value: 54.515253990549795 + - type: mrr_at_20 + value: 54.21201762247036 + - type: mrr_at_3 + value: 52.8333333333333 + - type: mrr_at_5 + value: 53.50333333333328 + - type: nauc_map_at_1000_diff1 + value: 79.96867989401643 + - type: nauc_map_at_1000_max + value: 69.75230895599029 + - type: nauc_map_at_1000_std + value: 2.6418738289740213 + - type: nauc_map_at_100_diff1 + value: 79.95343709599133 + - type: nauc_map_at_100_max + value: 69.751282671507 + - type: nauc_map_at_100_std + value: 2.621719966106279 + - type: nauc_map_at_10_diff1 + value: 80.02875864565634 + - type: nauc_map_at_10_max + value: 69.80948662290187 + - type: nauc_map_at_10_std + value: 2.329151604733765 + - type: nauc_map_at_1_diff1 + value: 83.616940281383 + - type: nauc_map_at_1_max + value: 69.08142651929452 + - type: nauc_map_at_1_std + value: 1.9687791394035643 + - type: nauc_map_at_20_diff1 + value: 79.95555601275339 + - type: nauc_map_at_20_max + value: 69.76604695002925 + - type: nauc_map_at_20_std + value: 2.556184141901367 + - type: nauc_map_at_3_diff1 + value: 80.74790131023668 + - type: nauc_map_at_3_max + value: 70.57797991892402 + - type: nauc_map_at_3_std + value: 2.7115149849964117 + - type: nauc_map_at_5_diff1 + value: 80.31796539878381 + - type: nauc_map_at_5_max + value: 69.93573796420061 + - type: nauc_map_at_5_std + value: 2.0731614029506606 + - type: nauc_mrr_at_1000_diff1 + value: 79.96867999907981 + - type: nauc_mrr_at_1000_max + value: 69.57395578976896 + - type: nauc_mrr_at_1000_std + value: 2.46351945887829 + - type: nauc_mrr_at_100_diff1 + value: 79.95343709599133 + - type: nauc_mrr_at_100_max + value: 69.57322054130803 + - type: nauc_mrr_at_100_std + value: 2.4436578359073433 + - type: nauc_mrr_at_10_diff1 + value: 80.02875864565634 + - type: nauc_mrr_at_10_max + value: 69.63292630937411 + - type: nauc_mrr_at_10_std + value: 2.1525912912060012 + - type: nauc_mrr_at_1_diff1 + value: 83.616940281383 + - type: nauc_mrr_at_1_max + value: 68.74717310480305 + - type: nauc_mrr_at_1_std + value: 1.6345257249120868 + - type: nauc_mrr_at_20_diff1 + value: 79.95555601275339 + - type: nauc_mrr_at_20_max + value: 69.58883608470444 + - type: nauc_mrr_at_20_std + value: 2.378973276576547 + - type: nauc_mrr_at_3_diff1 + value: 80.74790131023668 + - type: nauc_mrr_at_3_max + value: 70.40430475488604 + - type: nauc_mrr_at_3_std + value: 2.5378398209583817 + - type: nauc_mrr_at_5_diff1 + value: 80.31796539878381 + - type: nauc_mrr_at_5_max + value: 69.7605991748183 + - type: nauc_mrr_at_5_std + value: 1.898022613568352 + - type: nauc_ndcg_at_1000_diff1 + value: 78.35504059321225 + - type: nauc_ndcg_at_1000_max + value: 69.06752522437093 + - type: nauc_ndcg_at_1000_std + value: 3.9624036886099265 + - type: nauc_ndcg_at_100_diff1 + value: 77.79729140249833 + - type: nauc_ndcg_at_100_max + value: 68.93113791506029 + - type: nauc_ndcg_at_100_std + value: 3.642178826886181 + - type: nauc_ndcg_at_10_diff1 + value: 78.160158293918 + - type: nauc_ndcg_at_10_max + value: 69.28122202281361 + - type: nauc_ndcg_at_10_std + value: 2.438976810940962 + - type: nauc_ndcg_at_1_diff1 + value: 83.616940281383 + - type: nauc_ndcg_at_1_max + value: 69.08142651929452 + - type: nauc_ndcg_at_1_std + value: 1.9687791394035643 + - type: nauc_ndcg_at_20_diff1 + value: 77.88514432874997 + - type: nauc_ndcg_at_20_max + value: 69.06148818508873 + - type: nauc_ndcg_at_20_std + value: 3.1800249272363676 + - type: nauc_ndcg_at_3_diff1 + value: 79.73510384405803 + - type: nauc_ndcg_at_3_max + value: 70.78000695123832 + - type: nauc_ndcg_at_3_std + value: 2.9041415468363274 + - type: nauc_ndcg_at_5_diff1 + value: 78.91872808866195 + - type: nauc_ndcg_at_5_max + value: 69.61478429620091 + - type: nauc_ndcg_at_5_std + value: 1.734699636301054 + - type: nauc_precision_at_1000_diff1 + value: 66.37858395390673 + - type: nauc_precision_at_1000_max + value: 60.651659037598534 + - type: nauc_precision_at_1000_std + value: 27.388353715469798 + - type: nauc_precision_at_100_diff1 + value: 66.34325807776025 + - type: nauc_precision_at_100_max + value: 63.63855305621111 + - type: nauc_precision_at_100_std + value: 10.641748149575351 + - type: nauc_precision_at_10_diff1 + value: 71.3784685491089 + - type: nauc_precision_at_10_max + value: 67.05313695174542 + - type: nauc_precision_at_10_std + value: 3.000406867930561 + - type: nauc_precision_at_1_diff1 + value: 83.616940281383 + - type: nauc_precision_at_1_max + value: 69.08142651929452 + - type: nauc_precision_at_1_std + value: 1.9687791394035643 + - type: nauc_precision_at_20_diff1 + value: 69.73407910977694 + - type: nauc_precision_at_20_max + value: 65.77426240320742 + - type: nauc_precision_at_20_std + value: 6.204416838482586 + - type: nauc_precision_at_3_diff1 + value: 76.63737537643107 + - type: nauc_precision_at_3_max + value: 71.29710200719668 + - type: nauc_precision_at_3_std + value: 3.47180961484546 + - type: nauc_precision_at_5_diff1 + value: 74.36945983536717 + - type: nauc_precision_at_5_max + value: 68.33292218003061 + - type: nauc_precision_at_5_std + value: 0.47128762620258075 + - type: nauc_recall_at_1000_diff1 + value: 66.37858395390681 + - type: nauc_recall_at_1000_max + value: 60.65165903759889 + - type: nauc_recall_at_1000_std + value: 27.388353715469822 + - type: nauc_recall_at_100_diff1 + value: 66.34325807776025 + - type: nauc_recall_at_100_max + value: 63.63855305621116 + - type: nauc_recall_at_100_std + value: 10.641748149575351 + - type: nauc_recall_at_10_diff1 + value: 71.37846854910892 + - type: nauc_recall_at_10_max + value: 67.05313695174546 + - type: nauc_recall_at_10_std + value: 3.000406867930663 + - type: nauc_recall_at_1_diff1 + value: 83.616940281383 + - type: nauc_recall_at_1_max + value: 69.08142651929452 + - type: nauc_recall_at_1_std + value: 1.9687791394035643 + - type: nauc_recall_at_20_diff1 + value: 69.73407910977691 + - type: nauc_recall_at_20_max + value: 65.77426240320746 + - type: nauc_recall_at_20_std + value: 6.204416838482536 + - type: nauc_recall_at_3_diff1 + value: 76.63737537643112 + - type: nauc_recall_at_3_max + value: 71.29710200719668 + - type: nauc_recall_at_3_std + value: 3.471809614845442 + - type: nauc_recall_at_5_diff1 + value: 74.36945983536715 + - type: nauc_recall_at_5_max + value: 68.33292218003065 + - type: nauc_recall_at_5_std + value: 0.4712876262026442 + - type: ndcg_at_1 + value: 48.699999999999996 + - type: ndcg_at_10 + value: 56.635999999999996 + - type: ndcg_at_100 + value: 59.193 + - type: ndcg_at_1000 + value: 60.97 + - type: ndcg_at_20 + value: 57.426 + - type: ndcg_at_3 + value: 54.186 + - type: ndcg_at_5 + value: 55.407 + - type: precision_at_1 + value: 48.699999999999996 + - type: precision_at_10 + value: 6.5 + - type: precision_at_100 + value: 0.777 + - type: precision_at_1000 + value: 0.092 + - type: precision_at_20 + value: 3.405 + - type: precision_at_3 + value: 19.367 + - type: precision_at_5 + value: 12.22 + - type: recall_at_1 + value: 48.699999999999996 + - type: recall_at_10 + value: 65.0 + - type: recall_at_100 + value: 77.7 + - type: recall_at_1000 + value: 91.8 + - type: recall_at_20 + value: 68.10000000000001 + - type: recall_at_3 + value: 58.099999999999994 + - type: recall_at_5 + value: 61.1 + task: + type: Retrieval + - dataset: + config: default + name: MTEB MedrxivClusteringP2P (default) + revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73 + split: test + type: mteb/medrxiv-clustering-p2p + metrics: + - type: main_score + value: 34.80188561439236 + - type: v_measure + value: 34.80188561439236 + - type: v_measure_std + value: 1.5703148841573102 + task: + type: Clustering + - dataset: + config: default + name: MTEB MedrxivClusteringS2S (default) + revision: 35191c8c0dca72d8ff3efcd72aa802307d469663 + split: test + type: mteb/medrxiv-clustering-s2s + metrics: + - type: main_score + value: 32.42285513996236 + - type: v_measure + value: 32.42285513996236 + - type: v_measure_std + value: 1.3769867487457566 + task: + type: Clustering + - dataset: + config: de + name: MTEB MintakaRetrieval (de) + revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e + split: test + type: jinaai/mintakaqa + metrics: + - type: main_score + value: 27.025 + - type: map_at_1 + value: 14.532 + - type: map_at_10 + value: 22.612 + - type: map_at_100 + value: 23.802 + - type: map_at_1000 + value: 23.9 + - type: map_at_20 + value: 23.275000000000002 + - type: map_at_3 + value: 20.226 + - type: map_at_5 + value: 21.490000000000002 + - type: mrr_at_1 + value: 14.532434709351305 + - type: mrr_at_10 + value: 22.612077265615575 + - type: mrr_at_100 + value: 23.801523356874675 + - type: mrr_at_1000 + value: 23.900118499340238 + - type: mrr_at_20 + value: 23.275466430108995 + - type: mrr_at_3 + value: 20.22606009547877 + - type: mrr_at_5 + value: 21.489750070204945 + - type: nauc_map_at_1000_diff1 + value: 14.148987799763596 + - type: nauc_map_at_1000_max + value: 44.70338461387784 + - type: nauc_map_at_1000_std + value: 15.868006767707637 + - type: nauc_map_at_100_diff1 + value: 14.11371769080442 + - type: nauc_map_at_100_max + value: 44.67995540936296 + - type: nauc_map_at_100_std + value: 15.890796502029076 + - type: nauc_map_at_10_diff1 + value: 14.29066834165688 + - type: nauc_map_at_10_max + value: 45.10997111765282 + - type: nauc_map_at_10_std + value: 15.508568918629864 + - type: nauc_map_at_1_diff1 + value: 23.473291302576396 + - type: nauc_map_at_1_max + value: 44.68942599764586 + - type: nauc_map_at_1_std + value: 12.424377262427253 + - type: nauc_map_at_20_diff1 + value: 14.112652046087831 + - type: nauc_map_at_20_max + value: 44.82014861413682 + - type: nauc_map_at_20_std + value: 15.739350613646385 + - type: nauc_map_at_3_diff1 + value: 16.119659221396347 + - type: nauc_map_at_3_max + value: 46.04766378953525 + - type: nauc_map_at_3_std + value: 13.969878046315925 + - type: nauc_map_at_5_diff1 + value: 15.095453434076184 + - type: nauc_map_at_5_max + value: 45.802128149314406 + - type: nauc_map_at_5_std + value: 14.957442173319949 + - type: nauc_mrr_at_1000_diff1 + value: 14.148987799763596 + - type: nauc_mrr_at_1000_max + value: 44.70338461387784 + - type: nauc_mrr_at_1000_std + value: 15.868006767707637 + - type: nauc_mrr_at_100_diff1 + value: 14.11371769080442 + - type: nauc_mrr_at_100_max + value: 44.67995540936296 + - type: nauc_mrr_at_100_std + value: 15.890796502029076 + - type: nauc_mrr_at_10_diff1 + value: 14.29066834165688 + - type: nauc_mrr_at_10_max + value: 45.10997111765282 + - type: nauc_mrr_at_10_std + value: 15.508568918629864 + - type: nauc_mrr_at_1_diff1 + value: 23.473291302576396 + - type: nauc_mrr_at_1_max + value: 44.68942599764586 + - type: nauc_mrr_at_1_std + value: 12.424377262427253 + - type: nauc_mrr_at_20_diff1 + value: 14.112652046087831 + - type: nauc_mrr_at_20_max + value: 44.82014861413682 + - type: nauc_mrr_at_20_std + value: 15.739350613646385 + - type: nauc_mrr_at_3_diff1 + value: 16.119659221396347 + - type: nauc_mrr_at_3_max + value: 46.04766378953525 + - type: nauc_mrr_at_3_std + value: 13.969878046315925 + - type: nauc_mrr_at_5_diff1 + value: 15.095453434076184 + - type: nauc_mrr_at_5_max + value: 45.802128149314406 + - type: nauc_mrr_at_5_std + value: 14.957442173319949 + - type: nauc_ndcg_at_1000_diff1 + value: 11.626606894574028 + - type: nauc_ndcg_at_1000_max + value: 43.328592841065536 + - type: nauc_ndcg_at_1000_std + value: 18.049446272245547 + - type: nauc_ndcg_at_100_diff1 + value: 10.485720606660239 + - type: nauc_ndcg_at_100_max + value: 42.405317674170966 + - type: nauc_ndcg_at_100_std + value: 19.107151641936987 + - type: nauc_ndcg_at_10_diff1 + value: 11.029351078162982 + - type: nauc_ndcg_at_10_max + value: 44.36855031964681 + - type: nauc_ndcg_at_10_std + value: 17.302796171409305 + - type: nauc_ndcg_at_1_diff1 + value: 23.473291302576396 + - type: nauc_ndcg_at_1_max + value: 44.68942599764586 + - type: nauc_ndcg_at_1_std + value: 12.424377262427253 + - type: nauc_ndcg_at_20_diff1 + value: 10.356662718168412 + - type: nauc_ndcg_at_20_max + value: 43.31602680430083 + - type: nauc_ndcg_at_20_std + value: 18.162891267850316 + - type: nauc_ndcg_at_3_diff1 + value: 14.42844952297869 + - type: nauc_ndcg_at_3_max + value: 46.26603339466543 + - type: nauc_ndcg_at_3_std + value: 14.449362723887857 + - type: nauc_ndcg_at_5_diff1 + value: 12.783416563486396 + - type: nauc_ndcg_at_5_max + value: 45.852176479124424 + - type: nauc_ndcg_at_5_std + value: 16.11775016428085 + - type: nauc_precision_at_1000_diff1 + value: -8.045361059399795 + - type: nauc_precision_at_1000_max + value: 21.970273281738777 + - type: nauc_precision_at_1000_std + value: 49.564650488193266 + - type: nauc_precision_at_100_diff1 + value: -2.118628861593353 + - type: nauc_precision_at_100_max + value: 31.32498977104778 + - type: nauc_precision_at_100_std + value: 32.96087731883451 + - type: nauc_precision_at_10_diff1 + value: 3.0335517475367615 + - type: nauc_precision_at_10_max + value: 42.21620215030219 + - type: nauc_precision_at_10_std + value: 21.90159732315962 + - type: nauc_precision_at_1_diff1 + value: 23.473291302576396 + - type: nauc_precision_at_1_max + value: 44.68942599764586 + - type: nauc_precision_at_1_std + value: 12.424377262427253 + - type: nauc_precision_at_20_diff1 + value: 0.4087201843719047 + - type: nauc_precision_at_20_max + value: 38.485034773895734 + - type: nauc_precision_at_20_std + value: 25.077397979916682 + - type: nauc_precision_at_3_diff1 + value: 10.408327736589833 + - type: nauc_precision_at_3_max + value: 46.757216289175076 + - type: nauc_precision_at_3_std + value: 15.62594354926867 + - type: nauc_precision_at_5_diff1 + value: 7.326752744229544 + - type: nauc_precision_at_5_max + value: 45.89190518573553 + - type: nauc_precision_at_5_std + value: 19.01717163438957 + - type: nauc_recall_at_1000_diff1 + value: -8.045361059400387 + - type: nauc_recall_at_1000_max + value: 21.97027328173812 + - type: nauc_recall_at_1000_std + value: 49.56465048819266 + - type: nauc_recall_at_100_diff1 + value: -2.118628861593277 + - type: nauc_recall_at_100_max + value: 31.324989771047818 + - type: nauc_recall_at_100_std + value: 32.96087731883457 + - type: nauc_recall_at_10_diff1 + value: 3.0335517475367166 + - type: nauc_recall_at_10_max + value: 42.21620215030217 + - type: nauc_recall_at_10_std + value: 21.901597323159606 + - type: nauc_recall_at_1_diff1 + value: 23.473291302576396 + - type: nauc_recall_at_1_max + value: 44.68942599764586 + - type: nauc_recall_at_1_std + value: 12.424377262427253 + - type: nauc_recall_at_20_diff1 + value: 0.40872018437190905 + - type: nauc_recall_at_20_max + value: 38.485034773895734 + - type: nauc_recall_at_20_std + value: 25.077397979916693 + - type: nauc_recall_at_3_diff1 + value: 10.408327736589843 + - type: nauc_recall_at_3_max + value: 46.75721628917507 + - type: nauc_recall_at_3_std + value: 15.625943549268664 + - type: nauc_recall_at_5_diff1 + value: 7.326752744229548 + - type: nauc_recall_at_5_max + value: 45.89190518573557 + - type: nauc_recall_at_5_std + value: 19.01717163438958 + - type: ndcg_at_1 + value: 14.532 + - type: ndcg_at_10 + value: 27.025 + - type: ndcg_at_100 + value: 33.305 + - type: ndcg_at_1000 + value: 36.38 + - type: ndcg_at_20 + value: 29.443 + - type: ndcg_at_3 + value: 22.035 + - type: ndcg_at_5 + value: 24.319 + - type: precision_at_1 + value: 14.532 + - type: precision_at_10 + value: 4.115 + - type: precision_at_100 + value: 0.717 + - type: precision_at_1000 + value: 0.097 + - type: precision_at_20 + value: 2.536 + - type: precision_at_3 + value: 9.085 + - type: precision_at_5 + value: 6.563 + - type: recall_at_1 + value: 14.532 + - type: recall_at_10 + value: 41.154 + - type: recall_at_100 + value: 71.651 + - type: recall_at_1000 + value: 96.841 + - type: recall_at_20 + value: 50.71600000000001 + - type: recall_at_3 + value: 27.254 + - type: recall_at_5 + value: 32.814 + task: + type: Retrieval + - dataset: + config: es + name: MTEB MintakaRetrieval (es) + revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e + split: test + type: jinaai/mintakaqa + metrics: + - type: main_score + value: 26.912000000000003 + - type: map_at_1 + value: 14.686 + - type: map_at_10 + value: 22.569 + - type: map_at_100 + value: 23.679 + - type: map_at_1000 + value: 23.777 + - type: map_at_20 + value: 23.169 + - type: map_at_3 + value: 20.201 + - type: map_at_5 + value: 21.566 + - type: mrr_at_1 + value: 14.686468646864686 + - type: mrr_at_10 + value: 22.569346220336296 + - type: mrr_at_100 + value: 23.678819125817146 + - type: mrr_at_1000 + value: 23.77713511338264 + - type: mrr_at_20 + value: 23.16850858443442 + - type: mrr_at_3 + value: 20.200770077007665 + - type: mrr_at_5 + value: 21.56628162816276 + - type: nauc_map_at_1000_diff1 + value: 14.129007578838381 + - type: nauc_map_at_1000_max + value: 44.4255501141499 + - type: nauc_map_at_1000_std + value: 19.95906154868176 + - type: nauc_map_at_100_diff1 + value: 14.09071870575231 + - type: nauc_map_at_100_max + value: 44.403179928955566 + - type: nauc_map_at_100_std + value: 20.00413657519976 + - type: nauc_map_at_10_diff1 + value: 14.149535953153688 + - type: nauc_map_at_10_max + value: 44.66529917634685 + - type: nauc_map_at_10_std + value: 19.580235989479394 + - type: nauc_map_at_1_diff1 + value: 23.489813522176636 + - type: nauc_map_at_1_max + value: 46.54578639925787 + - type: nauc_map_at_1_std + value: 16.39083721709994 + - type: nauc_map_at_20_diff1 + value: 14.021560420656181 + - type: nauc_map_at_20_max + value: 44.4825455452467 + - type: nauc_map_at_20_std + value: 19.886927750826878 + - type: nauc_map_at_3_diff1 + value: 16.182977890477723 + - type: nauc_map_at_3_max + value: 46.1840554029258 + - type: nauc_map_at_3_std + value: 18.735671900228958 + - type: nauc_map_at_5_diff1 + value: 14.779126395472833 + - type: nauc_map_at_5_max + value: 45.23237213817556 + - type: nauc_map_at_5_std + value: 19.348508580412872 + - type: nauc_mrr_at_1000_diff1 + value: 14.129007578838381 + - type: nauc_mrr_at_1000_max + value: 44.4255501141499 + - type: nauc_mrr_at_1000_std + value: 19.95906154868176 + - type: nauc_mrr_at_100_diff1 + value: 14.09071870575231 + - type: nauc_mrr_at_100_max + value: 44.403179928955566 + - type: nauc_mrr_at_100_std + value: 20.00413657519976 + - type: nauc_mrr_at_10_diff1 + value: 14.149535953153688 + - type: nauc_mrr_at_10_max + value: 44.66529917634685 + - type: nauc_mrr_at_10_std + value: 19.580235989479394 + - type: nauc_mrr_at_1_diff1 + value: 23.489813522176636 + - type: nauc_mrr_at_1_max + value: 46.54578639925787 + - type: nauc_mrr_at_1_std + value: 16.39083721709994 + - type: nauc_mrr_at_20_diff1 + value: 14.021560420656181 + - type: nauc_mrr_at_20_max + value: 44.4825455452467 + - type: nauc_mrr_at_20_std + value: 19.886927750826878 + - type: nauc_mrr_at_3_diff1 + value: 16.182977890477723 + - type: nauc_mrr_at_3_max + value: 46.1840554029258 + - type: nauc_mrr_at_3_std + value: 18.735671900228958 + - type: nauc_mrr_at_5_diff1 + value: 14.779126395472833 + - type: nauc_mrr_at_5_max + value: 45.23237213817556 + - type: nauc_mrr_at_5_std + value: 19.348508580412872 + - type: nauc_ndcg_at_1000_diff1 + value: 11.762470380481101 + - type: nauc_ndcg_at_1000_max + value: 42.8233203033089 + - type: nauc_ndcg_at_1000_std + value: 21.78503705117719 + - type: nauc_ndcg_at_100_diff1 + value: 10.45886076220022 + - type: nauc_ndcg_at_100_max + value: 41.85472899256818 + - type: nauc_ndcg_at_100_std + value: 23.20955486335138 + - type: nauc_ndcg_at_10_diff1 + value: 10.605912468659469 + - type: nauc_ndcg_at_10_max + value: 43.150942448104715 + - type: nauc_ndcg_at_10_std + value: 21.120035764826085 + - type: nauc_ndcg_at_1_diff1 + value: 23.489813522176636 + - type: nauc_ndcg_at_1_max + value: 46.54578639925787 + - type: nauc_ndcg_at_1_std + value: 16.39083721709994 + - type: nauc_ndcg_at_20_diff1 + value: 10.11291783888644 + - type: nauc_ndcg_at_20_max + value: 42.51260678842788 + - type: nauc_ndcg_at_20_std + value: 22.1744949382252 + - type: nauc_ndcg_at_3_diff1 + value: 14.25625326760802 + - type: nauc_ndcg_at_3_max + value: 45.96162916377383 + - type: nauc_ndcg_at_3_std + value: 19.557832728215523 + - type: nauc_ndcg_at_5_diff1 + value: 11.956317653823053 + - type: nauc_ndcg_at_5_max + value: 44.35971268886807 + - type: nauc_ndcg_at_5_std + value: 20.581696730374233 + - type: nauc_precision_at_1000_diff1 + value: 5.132291843566577 + - type: nauc_precision_at_1000_max + value: 25.293354576835263 + - type: nauc_precision_at_1000_std + value: 40.36005126087624 + - type: nauc_precision_at_100_diff1 + value: -1.5252854375008238 + - type: nauc_precision_at_100_max + value: 31.007586474495984 + - type: nauc_precision_at_100_std + value: 37.297552993548386 + - type: nauc_precision_at_10_diff1 + value: 1.9663657370770737 + - type: nauc_precision_at_10_max + value: 39.194092293625125 + - type: nauc_precision_at_10_std + value: 24.956542621999542 + - type: nauc_precision_at_1_diff1 + value: 23.489813522176636 + - type: nauc_precision_at_1_max + value: 46.54578639925787 + - type: nauc_precision_at_1_std + value: 16.39083721709994 + - type: nauc_precision_at_20_diff1 + value: 0.011112090390932373 + - type: nauc_precision_at_20_max + value: 36.9357074392519 + - type: nauc_precision_at_20_std + value: 28.611387115093876 + - type: nauc_precision_at_3_diff1 + value: 9.596831091013703 + - type: nauc_precision_at_3_max + value: 45.3905541893809 + - type: nauc_precision_at_3_std + value: 21.599314388526945 + - type: nauc_precision_at_5_diff1 + value: 5.175887949900142 + - type: nauc_precision_at_5_max + value: 42.129467510414464 + - type: nauc_precision_at_5_std + value: 23.607251548776677 + - type: nauc_recall_at_1000_diff1 + value: 5.132291843566257 + - type: nauc_recall_at_1000_max + value: 25.29335457683396 + - type: nauc_recall_at_1000_std + value: 40.36005126087638 + - type: nauc_recall_at_100_diff1 + value: -1.5252854375008988 + - type: nauc_recall_at_100_max + value: 31.00758647449594 + - type: nauc_recall_at_100_std + value: 37.29755299354834 + - type: nauc_recall_at_10_diff1 + value: 1.9663657370770793 + - type: nauc_recall_at_10_max + value: 39.19409229362512 + - type: nauc_recall_at_10_std + value: 24.956542621999546 + - type: nauc_recall_at_1_diff1 + value: 23.489813522176636 + - type: nauc_recall_at_1_max + value: 46.54578639925787 + - type: nauc_recall_at_1_std + value: 16.39083721709994 + - type: nauc_recall_at_20_diff1 + value: 0.011112090390923075 + - type: nauc_recall_at_20_max + value: 36.93570743925189 + - type: nauc_recall_at_20_std + value: 28.611387115093883 + - type: nauc_recall_at_3_diff1 + value: 9.596831091013714 + - type: nauc_recall_at_3_max + value: 45.39055418938087 + - type: nauc_recall_at_3_std + value: 21.599314388526956 + - type: nauc_recall_at_5_diff1 + value: 5.17588794990012 + - type: nauc_recall_at_5_max + value: 42.12946751041448 + - type: nauc_recall_at_5_std + value: 23.607251548776695 + - type: ndcg_at_1 + value: 14.686 + - type: ndcg_at_10 + value: 26.912000000000003 + - type: ndcg_at_100 + value: 32.919 + - type: ndcg_at_1000 + value: 36.119 + - type: ndcg_at_20 + value: 29.079 + - type: ndcg_at_3 + value: 21.995 + - type: ndcg_at_5 + value: 24.474999999999998 + - type: precision_at_1 + value: 14.686 + - type: precision_at_10 + value: 4.08 + - type: precision_at_100 + value: 0.703 + - type: precision_at_1000 + value: 0.097 + - type: precision_at_20 + value: 2.467 + - type: precision_at_3 + value: 9.062000000000001 + - type: precision_at_5 + value: 6.65 + - type: recall_at_1 + value: 14.686 + - type: recall_at_10 + value: 40.8 + - type: recall_at_100 + value: 70.338 + - type: recall_at_1000 + value: 96.82300000000001 + - type: recall_at_20 + value: 49.34 + - type: recall_at_3 + value: 27.186 + - type: recall_at_5 + value: 33.251 + task: + type: Retrieval + - dataset: + config: fr + name: MTEB MintakaRetrieval (fr) + revision: efa78cc2f74bbcd21eff2261f9e13aebe40b814e + split: test + type: jinaai/mintakaqa + metrics: + - type: main_score + value: 26.909 + - type: map_at_1 + value: 14.701 + - type: map_at_10 + value: 22.613 + - type: map_at_100 + value: 23.729 + - type: map_at_1000 + value: 23.837 + - type: map_at_20 + value: 23.262 + - type: map_at_3 + value: 20.236 + - type: map_at_5 + value: 21.673000000000002 + - type: mrr_at_1 + value: 14.7010647010647 + - type: mrr_at_10 + value: 22.613165113165113 + - type: mrr_at_100 + value: 23.72877605989423 + - type: mrr_at_1000 + value: 23.837150802746805 + - type: mrr_at_20 + value: 23.261627081110596 + - type: mrr_at_3 + value: 20.2361452361452 + - type: mrr_at_5 + value: 21.673491673491625 + - type: nauc_map_at_1000_diff1 + value: 17.08927788889635 + - type: nauc_map_at_1000_max + value: 47.240929150603336 + - type: nauc_map_at_1000_std + value: 20.559244258100275 + - type: nauc_map_at_100_diff1 + value: 17.029461792796777 + - type: nauc_map_at_100_max + value: 47.207381115550696 + - type: nauc_map_at_100_std + value: 20.581498156895265 + - type: nauc_map_at_10_diff1 + value: 17.351456007804536 + - type: nauc_map_at_10_max + value: 47.815880040221344 + - type: nauc_map_at_10_std + value: 20.292999107555794 + - type: nauc_map_at_1_diff1 + value: 27.297525357600776 + - type: nauc_map_at_1_max + value: 47.18835074959486 + - type: nauc_map_at_1_std + value: 18.304203168281834 + - type: nauc_map_at_20_diff1 + value: 17.157460199542136 + - type: nauc_map_at_20_max + value: 47.4776610667456 + - type: nauc_map_at_20_std + value: 20.499186342964478 + - type: nauc_map_at_3_diff1 + value: 19.393119961356277 + - type: nauc_map_at_3_max + value: 49.02841822452882 + - type: nauc_map_at_3_std + value: 19.293122796321292 + - type: nauc_map_at_5_diff1 + value: 17.76275044752008 + - type: nauc_map_at_5_max + value: 48.01292548040298 + - type: nauc_map_at_5_std + value: 19.928449977400504 + - type: nauc_mrr_at_1000_diff1 + value: 17.08927788889635 + - type: nauc_mrr_at_1000_max + value: 47.240929150603336 + - type: nauc_mrr_at_1000_std + value: 20.559244258100275 + - type: nauc_mrr_at_100_diff1 + value: 17.029461792796777 + - type: nauc_mrr_at_100_max + value: 47.207381115550696 + - type: nauc_mrr_at_100_std + value: 20.581498156895265 + - type: nauc_mrr_at_10_diff1 + value: 17.351456007804536 + - type: nauc_mrr_at_10_max + value: 47.815880040221344 + - type: nauc_mrr_at_10_std + value: 20.292999107555794 + - type: nauc_mrr_at_1_diff1 + value: 27.297525357600776 + - type: nauc_mrr_at_1_max + value: 47.18835074959486 + - type: nauc_mrr_at_1_std + value: 18.304203168281834 + - type: nauc_mrr_at_20_diff1 + value: 17.157460199542136 + - type: nauc_mrr_at_20_max + value: 47.4776610667456 + - type: nauc_mrr_at_20_std + value: 20.499186342964478 + - type: nauc_mrr_at_3_diff1 + value: 19.393119961356277 + - type: nauc_mrr_at_3_max + value: 49.02841822452882 + - type: nauc_mrr_at_3_std + value: 19.293122796321292 + - type: nauc_mrr_at_5_diff1 + value: 17.76275044752008 + - type: nauc_mrr_at_5_max + value: 48.01292548040298 + - type: nauc_mrr_at_5_std + value: 19.928449977400504 + - type: nauc_ndcg_at_1000_diff1 + value: 13.989496006047975 + - type: nauc_ndcg_at_1000_max + value: 45.626323944336114 + - type: nauc_ndcg_at_1000_std + value: 22.125600410796515 + - type: nauc_ndcg_at_100_diff1 + value: 12.302204843705244 + - type: nauc_ndcg_at_100_max + value: 44.46856314559079 + - type: nauc_ndcg_at_100_std + value: 23.084984546328677 + - type: nauc_ndcg_at_10_diff1 + value: 14.001226213368275 + - type: nauc_ndcg_at_10_max + value: 47.37780636546918 + - type: nauc_ndcg_at_10_std + value: 21.702709032840637 + - type: nauc_ndcg_at_1_diff1 + value: 27.297525357600776 + - type: nauc_ndcg_at_1_max + value: 47.18835074959486 + - type: nauc_ndcg_at_1_std + value: 18.304203168281834 + - type: nauc_ndcg_at_20_diff1 + value: 13.317759910171056 + - type: nauc_ndcg_at_20_max + value: 46.25171251043813 + - type: nauc_ndcg_at_20_std + value: 22.309331575402595 + - type: nauc_ndcg_at_3_diff1 + value: 17.555381234893872 + - type: nauc_ndcg_at_3_max + value: 49.48635590260059 + - type: nauc_ndcg_at_3_std + value: 19.734570962933674 + - type: nauc_ndcg_at_5_diff1 + value: 14.844841165765061 + - type: nauc_ndcg_at_5_max + value: 47.76437065028708 + - type: nauc_ndcg_at_5_std + value: 20.816034479453954 + - type: nauc_precision_at_1000_diff1 + value: -15.591898698252546 + - type: nauc_precision_at_1000_max + value: 20.545984285353892 + - type: nauc_precision_at_1000_std + value: 38.9013414992826 + - type: nauc_precision_at_100_diff1 + value: -5.290395978742176 + - type: nauc_precision_at_100_max + value: 31.340480360546845 + - type: nauc_precision_at_100_std + value: 33.6897935720505 + - type: nauc_precision_at_10_diff1 + value: 5.965001997926562 + - type: nauc_precision_at_10_max + value: 46.12515296162247 + - type: nauc_precision_at_10_std + value: 25.409433135253558 + - type: nauc_precision_at_1_diff1 + value: 27.297525357600776 + - type: nauc_precision_at_1_max + value: 47.18835074959486 + - type: nauc_precision_at_1_std + value: 18.304203168281834 + - type: nauc_precision_at_20_diff1 + value: 3.4438127279827744 + - type: nauc_precision_at_20_max + value: 42.36095587714494 + - type: nauc_precision_at_20_std + value: 27.367900512797906 + - type: nauc_precision_at_3_diff1 + value: 13.165017224718916 + - type: nauc_precision_at_3_max + value: 50.58931825484506 + - type: nauc_precision_at_3_std + value: 20.852009214609442 + - type: nauc_precision_at_5_diff1 + value: 7.840087177549876 + - type: nauc_precision_at_5_max + value: 46.99388755575109 + - type: nauc_precision_at_5_std + value: 23.048702393099834 + - type: nauc_recall_at_1000_diff1 + value: -15.591898698252932 + - type: nauc_recall_at_1000_max + value: 20.5459842853537 + - type: nauc_recall_at_1000_std + value: 38.901341499282395 + - type: nauc_recall_at_100_diff1 + value: -5.290395978742165 + - type: nauc_recall_at_100_max + value: 31.340480360546863 + - type: nauc_recall_at_100_std + value: 33.68979357205046 + - type: nauc_recall_at_10_diff1 + value: 5.96500199792656 + - type: nauc_recall_at_10_max + value: 46.1251529616225 + - type: nauc_recall_at_10_std + value: 25.409433135253543 + - type: nauc_recall_at_1_diff1 + value: 27.297525357600776 + - type: nauc_recall_at_1_max + value: 47.18835074959486 + - type: nauc_recall_at_1_std + value: 18.304203168281834 + - type: nauc_recall_at_20_diff1 + value: 3.4438127279827833 + - type: nauc_recall_at_20_max + value: 42.36095587714498 + - type: nauc_recall_at_20_std + value: 27.36790051279787 + - type: nauc_recall_at_3_diff1 + value: 13.165017224718916 + - type: nauc_recall_at_3_max + value: 50.589318254845054 + - type: nauc_recall_at_3_std + value: 20.852009214609435 + - type: nauc_recall_at_5_diff1 + value: 7.840087177549891 + - type: nauc_recall_at_5_max + value: 46.99388755575112 + - type: nauc_recall_at_5_std + value: 23.048702393099845 + - type: ndcg_at_1 + value: 14.701 + - type: ndcg_at_10 + value: 26.909 + - type: ndcg_at_100 + value: 32.727000000000004 + - type: ndcg_at_1000 + value: 36.086 + - type: ndcg_at_20 + value: 29.236 + - type: ndcg_at_3 + value: 22.004 + - type: ndcg_at_5 + value: 24.615000000000002 + - type: precision_at_1 + value: 14.701 + - type: precision_at_10 + value: 4.062 + - type: precision_at_100 + value: 0.688 + - type: precision_at_1000 + value: 0.096 + - type: precision_at_20 + value: 2.488 + - type: precision_at_3 + value: 9.036 + - type: precision_at_5 + value: 6.699 + - type: recall_at_1 + value: 14.701 + - type: recall_at_10 + value: 40.622 + - type: recall_at_100 + value: 68.796 + - type: recall_at_1000 + value: 96.314 + - type: recall_at_20 + value: 49.754 + - type: recall_at_3 + value: 27.108999999999998 + - type: recall_at_5 + value: 33.497 + task: + type: Retrieval + - dataset: + config: default + name: MTEB MultilingualSentiment (default) + revision: 46958b007a63fdbf239b7672c25d0bea67b5ea1a + split: test + type: C-MTEB/MultilingualSentiment-classification + metrics: + - type: accuracy + value: 73.20999999999998 + - type: f1 + value: 73.18755986777474 + - type: f1_weighted + value: 73.18755986777475 + - type: main_score + value: 73.20999999999998 + task: + type: Classification + - dataset: + config: default + name: MTEB NFCorpus (default) + revision: ec0fa4fe99da2ff19ca1214b7966684033a58814 + split: test + type: mteb/nfcorpus + metrics: + - type: map_at_1 + value: 4.822 + - type: map_at_10 + value: 13.144 + - type: map_at_100 + value: 17.254 + - type: map_at_1000 + value: 18.931 + - type: map_at_20 + value: 14.834 + - type: map_at_3 + value: 8.975 + - type: map_at_5 + value: 10.922 + - type: mrr_at_1 + value: 47.059 + - type: mrr_at_10 + value: 55.806999999999995 + - type: mrr_at_100 + value: 56.286 + - type: mrr_at_1000 + value: 56.327000000000005 + - type: mrr_at_20 + value: 56.00000000000001 + - type: mrr_at_3 + value: 54.17999999999999 + - type: mrr_at_5 + value: 55.155 + - type: ndcg_at_1 + value: 44.427 + - type: ndcg_at_10 + value: 36.623 + - type: ndcg_at_100 + value: 33.664 + - type: ndcg_at_1000 + value: 42.538 + - type: ndcg_at_20 + value: 34.066 + - type: ndcg_at_3 + value: 41.118 + - type: ndcg_at_5 + value: 39.455 + - type: precision_at_1 + value: 46.44 + - type: precision_at_10 + value: 28.607 + - type: precision_at_100 + value: 9.189 + - type: precision_at_1000 + value: 2.261 + - type: precision_at_20 + value: 21.238 + - type: precision_at_3 + value: 39.628 + - type: precision_at_5 + value: 35.604 + - type: recall_at_1 + value: 4.822 + - type: recall_at_10 + value: 17.488999999999997 + - type: recall_at_100 + value: 35.052 + - type: recall_at_1000 + value: 66.67999999999999 + - type: recall_at_20 + value: 21.343999999999998 + - type: recall_at_3 + value: 10.259 + - type: recall_at_5 + value: 13.406 + - type: main_score + value: 36.623 + task: + type: Retrieval + - dataset: + config: default + name: MTEB NQ (default) + revision: b774495ed302d8c44a3a7ea25c90dbce03968f31 + split: test + type: mteb/nq + metrics: + - type: map_at_1 + value: 41.411 + - type: map_at_10 + value: 57.179 + - type: map_at_100 + value: 57.945 + - type: map_at_1000 + value: 57.967999999999996 + - type: map_at_20 + value: 57.687 + - type: map_at_3 + value: 53.46300000000001 + - type: map_at_5 + value: 55.696999999999996 + - type: mrr_at_1 + value: 46.233999999999995 + - type: mrr_at_10 + value: 59.831999999999994 + - type: mrr_at_100 + value: 60.33500000000001 + - type: mrr_at_1000 + value: 60.348 + - type: mrr_at_20 + value: 60.167 + - type: mrr_at_3 + value: 56.972 + - type: mrr_at_5 + value: 58.74 + - type: ndcg_at_1 + value: 46.205 + - type: ndcg_at_10 + value: 64.23100000000001 + - type: ndcg_at_100 + value: 67.242 + - type: ndcg_at_1000 + value: 67.72500000000001 + - type: ndcg_at_20 + value: 65.77300000000001 + - type: ndcg_at_3 + value: 57.516 + - type: ndcg_at_5 + value: 61.11600000000001 + - type: precision_at_1 + value: 46.205 + - type: precision_at_10 + value: 9.873 + - type: precision_at_100 + value: 1.158 + - type: precision_at_1000 + value: 0.12 + - type: precision_at_20 + value: 5.319 + - type: precision_at_3 + value: 25.424999999999997 + - type: precision_at_5 + value: 17.375 + - type: recall_at_1 + value: 41.411 + - type: recall_at_10 + value: 82.761 + - type: recall_at_100 + value: 95.52199999999999 + - type: recall_at_1000 + value: 99.02499999999999 + - type: recall_at_20 + value: 88.34 + - type: recall_at_3 + value: 65.73 + - type: recall_at_5 + value: 73.894 + - type: main_score + value: 64.23100000000001 + task: + type: Retrieval + - dataset: + config: default + name: MTEB Ocnli (default) + revision: 66e76a618a34d6d565d5538088562851e6daa7ec + split: validation + type: C-MTEB/OCNLI + metrics: + - type: cosine_accuracy + value: 62.3714131023281 + - type: cosine_accuracy_threshold + value: 79.70921993255615 + - type: cosine_ap + value: 66.41380155495659 + - type: cosine_f1 + value: 68.89547185780786 + - type: cosine_f1_threshold + value: 72.91591167449951 + - type: cosine_precision + value: 57.485875706214685 + - type: cosine_recall + value: 85.95564941921859 + - type: dot_accuracy + value: 60.47644829453167 + - type: dot_accuracy_threshold + value: 36627.362060546875 + - type: dot_ap + value: 63.696303449293204 + - type: dot_f1 + value: 68.3986041101202 + - type: dot_f1_threshold + value: 30452.72216796875 + - type: dot_precision + value: 54.04411764705882 + - type: dot_recall + value: 93.13621964097149 + - type: euclidean_accuracy + value: 63.02111532214402 + - type: euclidean_accuracy_threshold + value: 1392.76762008667 + - type: euclidean_ap + value: 66.65907089443218 + - type: euclidean_f1 + value: 69.05036524413688 + - type: euclidean_f1_threshold + value: 1711.5310668945312 + - type: euclidean_precision + value: 54.29262394195889 + - type: euclidean_recall + value: 94.82576557550159 + - type: main_score + value: 63.02111532214402 + - type: manhattan_accuracy + value: 62.75040606388739 + - type: manhattan_accuracy_threshold + value: 32475.347900390625 + - type: manhattan_ap + value: 66.50943585125434 + - type: manhattan_f1 + value: 69.08382066276802 + - type: manhattan_f1_threshold + value: 41238.470458984375 + - type: manhattan_precision + value: 54.75896168108776 + - type: manhattan_recall + value: 93.55860612460401 + - type: max_accuracy + value: 63.02111532214402 + - type: max_ap + value: 66.65907089443218 + - type: max_f1 + value: 69.08382066276802 + - type: max_precision + value: 57.485875706214685 + - type: max_recall + value: 94.82576557550159 + - type: similarity_accuracy + value: 62.3714131023281 + - type: similarity_accuracy_threshold + value: 79.70921993255615 + - type: similarity_ap + value: 66.41380155495659 + - type: similarity_f1 + value: 68.89547185780786 + - type: similarity_f1_threshold + value: 72.91591167449951 + - type: similarity_precision + value: 57.485875706214685 + - type: similarity_recall + value: 85.95564941921859 + task: + type: PairClassification + - dataset: + config: default + name: MTEB OnlineShopping (default) + revision: e610f2ebd179a8fda30ae534c3878750a96db120 + split: test + type: C-MTEB/OnlineShopping-classification + metrics: + - type: accuracy + value: 91.88000000000001 + - type: ap + value: 89.52463684448476 + - type: ap_weighted + value: 89.52463684448476 + - type: f1 + value: 91.86313022306673 + - type: f1_weighted + value: 91.87806318146912 + - type: main_score + value: 91.88000000000001 + task: + type: Classification + - dataset: + config: en + name: MTEB OpusparcusPC (en) + revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a + split: test.full + type: GEM/opusparcus + metrics: + - type: cosine_accuracy + value: 92.65578635014838 + - type: cosine_accuracy_threshold + value: 74.02530312538147 + - type: cosine_ap + value: 98.3834226153613 + - type: cosine_f1 + value: 94.92567913890312 + - type: cosine_f1_threshold + value: 74.02530312538147 + - type: cosine_precision + value: 95.562435500516 + - type: cosine_recall + value: 94.29735234215886 + - type: dot_accuracy + value: 91.54302670623146 + - type: dot_accuracy_threshold + value: 34452.29187011719 + - type: dot_ap + value: 98.1237257754439 + - type: dot_f1 + value: 94.22400803616273 + - type: dot_f1_threshold + value: 33670.41931152344 + - type: dot_precision + value: 92.9633300297324 + - type: dot_recall + value: 95.5193482688391 + - type: euclidean_accuracy + value: 92.28486646884274 + - type: euclidean_accuracy_threshold + value: 1602.8022766113281 + - type: euclidean_ap + value: 98.3099021504706 + - type: euclidean_f1 + value: 94.75277497477296 + - type: euclidean_f1_threshold + value: 1604.7462463378906 + - type: euclidean_precision + value: 93.89999999999999 + - type: euclidean_recall + value: 95.62118126272912 + - type: main_score + value: 98.3834226153613 + - type: manhattan_accuracy + value: 92.2106824925816 + - type: manhattan_accuracy_threshold + value: 38872.90954589844 + - type: manhattan_ap + value: 98.28694101230218 + - type: manhattan_f1 + value: 94.67815509376584 + - type: manhattan_f1_threshold + value: 38872.90954589844 + - type: manhattan_precision + value: 94.24823410696267 + - type: manhattan_recall + value: 95.11201629327903 + - type: max_accuracy + value: 92.65578635014838 + - type: max_ap + value: 98.3834226153613 + - type: max_f1 + value: 94.92567913890312 + - type: max_precision + value: 95.562435500516 + - type: max_recall + value: 95.62118126272912 + - type: similarity_accuracy + value: 92.65578635014838 + - type: similarity_accuracy_threshold + value: 74.02530312538147 + - type: similarity_ap + value: 98.3834226153613 + - type: similarity_f1 + value: 94.92567913890312 + - type: similarity_f1_threshold + value: 74.02530312538147 + - type: similarity_precision + value: 95.562435500516 + - type: similarity_recall + value: 94.29735234215886 + task: + type: PairClassification + - dataset: + config: de + name: MTEB OpusparcusPC (de) + revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a + split: test.full + type: GEM/opusparcus + metrics: + - type: cosine_accuracy + value: 87.72178850248403 + - type: cosine_accuracy_threshold + value: 73.33863377571106 + - type: cosine_ap + value: 96.98901408834976 + - type: cosine_f1 + value: 91.89944134078212 + - type: cosine_f1_threshold + value: 71.45810127258301 + - type: cosine_precision + value: 89.64577656675749 + - type: cosine_recall + value: 94.26934097421203 + - type: dot_accuracy + value: 86.30234208658624 + - type: dot_accuracy_threshold + value: 32027.130126953125 + - type: dot_ap + value: 96.12260574893256 + - type: dot_f1 + value: 91.31602506714414 + - type: dot_f1_threshold + value: 30804.376220703125 + - type: dot_precision + value: 85.93091828138164 + - type: dot_recall + value: 97.42120343839542 + - type: euclidean_accuracy + value: 87.9347054648687 + - type: euclidean_accuracy_threshold + value: 1609.6670150756836 + - type: euclidean_ap + value: 97.00238860358252 + - type: euclidean_f1 + value: 92.1089063221043 + - type: euclidean_f1_threshold + value: 1641.8487548828125 + - type: euclidean_precision + value: 89.10714285714286 + - type: euclidean_recall + value: 95.31996179560649 + - type: main_score + value: 97.00238860358252 + - type: manhattan_accuracy + value: 87.72178850248403 + - type: manhattan_accuracy_threshold + value: 40137.060546875 + - type: manhattan_ap + value: 96.98653728159941 + - type: manhattan_f1 + value: 92.03865623561896 + - type: manhattan_f1_threshold + value: 40137.060546875 + - type: manhattan_precision + value: 88.80994671403198 + - type: manhattan_recall + value: 95.51098376313276 + - type: max_accuracy + value: 87.9347054648687 + - type: max_ap + value: 97.00238860358252 + - type: max_f1 + value: 92.1089063221043 + - type: max_precision + value: 89.64577656675749 + - type: max_recall + value: 97.42120343839542 + - type: similarity_accuracy + value: 87.72178850248403 + - type: similarity_accuracy_threshold + value: 73.33863377571106 + - type: similarity_ap + value: 96.98901408834976 + - type: similarity_f1 + value: 91.89944134078212 + - type: similarity_f1_threshold + value: 71.45810127258301 + - type: similarity_precision + value: 89.64577656675749 + - type: similarity_recall + value: 94.26934097421203 + task: + type: PairClassification + - dataset: + config: fr + name: MTEB OpusparcusPC (fr) + revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a + split: test.full + type: GEM/opusparcus + metrics: + - type: cosine_accuracy + value: 80.92643051771117 + - type: cosine_accuracy_threshold + value: 76.68856382369995 + - type: cosine_ap + value: 93.74622381534307 + - type: cosine_f1 + value: 87.12328767123287 + - type: cosine_f1_threshold + value: 71.64022922515869 + - type: cosine_precision + value: 80.64243448858834 + - type: cosine_recall + value: 94.73684210526315 + - type: dot_accuracy + value: 80.858310626703 + - type: dot_accuracy_threshold + value: 34028.3935546875 + - type: dot_ap + value: 91.18448457633308 + - type: dot_f1 + value: 86.82606657290202 + - type: dot_f1_threshold + value: 34028.3935546875 + - type: dot_precision + value: 82.2380106571936 + - type: dot_recall + value: 91.9563058589871 + - type: euclidean_accuracy + value: 80.858310626703 + - type: euclidean_accuracy_threshold + value: 1595.7651138305664 + - type: euclidean_ap + value: 93.8182717829648 + - type: euclidean_f1 + value: 87.04044117647058 + - type: euclidean_f1_threshold + value: 1609.2475891113281 + - type: euclidean_precision + value: 81.00940975192472 + - type: euclidean_recall + value: 94.04170804369414 + - type: main_score + value: 93.8182717829648 + - type: manhattan_accuracy + value: 80.99455040871935 + - type: manhattan_accuracy_threshold + value: 38092.132568359375 + - type: manhattan_ap + value: 93.77563401151711 + - type: manhattan_f1 + value: 86.91983122362869 + - type: manhattan_f1_threshold + value: 38092.132568359375 + - type: manhattan_precision + value: 82.32682060390763 + - type: manhattan_recall + value: 92.05561072492551 + - type: max_accuracy + value: 80.99455040871935 + - type: max_ap + value: 93.8182717829648 + - type: max_f1 + value: 87.12328767123287 + - type: max_precision + value: 82.32682060390763 + - type: max_recall + value: 94.73684210526315 + - type: similarity_accuracy + value: 80.92643051771117 + - type: similarity_accuracy_threshold + value: 76.68856382369995 + - type: similarity_ap + value: 93.74622381534307 + - type: similarity_f1 + value: 87.12328767123287 + - type: similarity_f1_threshold + value: 71.64022922515869 + - type: similarity_precision + value: 80.64243448858834 + - type: similarity_recall + value: 94.73684210526315 + task: + type: PairClassification + - dataset: + config: ru + name: MTEB OpusparcusPC (ru) + revision: 9e9b1f8ef51616073f47f306f7f47dd91663f86a + split: test.full + type: GEM/opusparcus + metrics: + - type: cosine_accuracy + value: 76.83823529411765 + - type: cosine_accuracy_threshold + value: 72.70769476890564 + - type: cosine_ap + value: 89.56692049908222 + - type: cosine_f1 + value: 83.99832003359934 + - type: cosine_f1_threshold + value: 70.9052324295044 + - type: cosine_precision + value: 76.16146230007617 + - type: cosine_recall + value: 93.63295880149812 + - type: dot_accuracy + value: 76.28676470588235 + - type: dot_accuracy_threshold + value: 33740.68908691406 + - type: dot_ap + value: 87.77185177141567 + - type: dot_f1 + value: 83.62251375370292 + - type: dot_f1_threshold + value: 32726.611328125 + - type: dot_precision + value: 76.29343629343629 + - type: dot_recall + value: 92.50936329588015 + - type: euclidean_accuracy + value: 77.32843137254902 + - type: euclidean_accuracy_threshold + value: 1566.510009765625 + - type: euclidean_ap + value: 89.60605626791111 + - type: euclidean_f1 + value: 84.06546080964686 + - type: euclidean_f1_threshold + value: 1576.4202117919922 + - type: euclidean_precision + value: 77.83094098883574 + - type: euclidean_recall + value: 91.38576779026218 + - type: main_score + value: 89.60605626791111 + - type: manhattan_accuracy + value: 76.89950980392157 + - type: manhattan_accuracy_threshold + value: 38202.215576171875 + - type: manhattan_ap + value: 89.55766894104868 + - type: manhattan_f1 + value: 83.80462724935732 + - type: manhattan_f1_threshold + value: 38934.375 + - type: manhattan_precision + value: 77.25118483412322 + - type: manhattan_recall + value: 91.57303370786516 + - type: max_accuracy + value: 77.32843137254902 + - type: max_ap + value: 89.60605626791111 + - type: max_f1 + value: 84.06546080964686 + - type: max_precision + value: 77.83094098883574 + - type: max_recall + value: 93.63295880149812 + - type: similarity_accuracy + value: 76.83823529411765 + - type: similarity_accuracy_threshold + value: 72.70769476890564 + - type: similarity_ap + value: 89.56692049908222 + - type: similarity_f1 + value: 83.99832003359934 + - type: similarity_f1_threshold + value: 70.9052324295044 + - type: similarity_precision + value: 76.16146230007617 + - type: similarity_recall + value: 93.63295880149812 + task: + type: PairClassification + - dataset: + config: default + name: MTEB PAC (default) + revision: fc69d1c153a8ccdcf1eef52f4e2a27f88782f543 + split: test + type: laugustyniak/abusive-clauses-pl + metrics: + - type: accuracy + value: 68.39559803069794 + - type: ap + value: 77.68074206719457 + - type: ap_weighted + value: 77.68074206719457 + - type: f1 + value: 66.23485605467732 + - type: f1_weighted + value: 69.03201442129347 + - type: main_score + value: 68.39559803069794 + task: + type: Classification + - dataset: + config: default + name: MTEB PAWSX (default) + revision: 9c6a90e430ac22b5779fb019a23e820b11a8b5e1 + split: test + type: C-MTEB/PAWSX + metrics: + - type: cosine_pearson + value: 13.161523266433587 + - type: cosine_spearman + value: 15.557333873773386 + - type: euclidean_pearson + value: 17.147508431907525 + - type: euclidean_spearman + value: 15.664112857732146 + - type: main_score + value: 15.557333873773386 + - type: manhattan_pearson + value: 17.130875906264386 + - type: manhattan_spearman + value: 15.624397342229637 + - type: pearson + value: 13.161523266433587 + - type: spearman + value: 15.557333873773386 + task: + type: STS + - dataset: + config: default + name: MTEB PSC (default) + revision: d05a294af9e1d3ff2bfb6b714e08a24a6cabc669 + split: test + type: PL-MTEB/psc-pairclassification + metrics: + - type: cosine_accuracy + value: 97.86641929499072 + - type: cosine_accuracy_threshold + value: 79.0391206741333 + - type: cosine_ap + value: 99.19403807771533 + - type: cosine_f1 + value: 96.45608628659475 + - type: cosine_f1_threshold + value: 79.0391206741333 + - type: cosine_precision + value: 97.50778816199377 + - type: cosine_recall + value: 95.42682926829268 + - type: dot_accuracy + value: 98.14471243042672 + - type: dot_accuracy_threshold + value: 29808.1787109375 + - type: dot_ap + value: 99.331999859971 + - type: dot_f1 + value: 97.01492537313433 + - type: dot_f1_threshold + value: 29808.1787109375 + - type: dot_precision + value: 95.02923976608187 + - type: dot_recall + value: 99.08536585365853 + - type: euclidean_accuracy + value: 97.49536178107606 + - type: euclidean_accuracy_threshold + value: 1276.227855682373 + - type: euclidean_ap + value: 98.91056467717377 + - type: euclidean_f1 + value: 95.83975346687212 + - type: euclidean_f1_threshold + value: 1276.227855682373 + - type: euclidean_precision + value: 96.88473520249221 + - type: euclidean_recall + value: 94.8170731707317 + - type: main_score + value: 99.331999859971 + - type: manhattan_accuracy + value: 97.49536178107606 + - type: manhattan_accuracy_threshold + value: 31097.674560546875 + - type: manhattan_ap + value: 98.95694691792707 + - type: manhattan_f1 + value: 95.83975346687212 + - type: manhattan_f1_threshold + value: 31097.674560546875 + - type: manhattan_precision + value: 96.88473520249221 + - type: manhattan_recall + value: 94.8170731707317 + - type: max_accuracy + value: 98.14471243042672 + - type: max_ap + value: 99.331999859971 + - type: max_f1 + value: 97.01492537313433 + - type: max_precision + value: 97.50778816199377 + - type: max_recall + value: 99.08536585365853 + - type: similarity_accuracy + value: 97.86641929499072 + - type: similarity_accuracy_threshold + value: 79.0391206741333 + - type: similarity_ap + value: 99.19403807771533 + - type: similarity_f1 + value: 96.45608628659475 + - type: similarity_f1_threshold + value: 79.0391206741333 + - type: similarity_precision + value: 97.50778816199377 + - type: similarity_recall + value: 95.42682926829268 + task: + type: PairClassification + - dataset: + config: en + name: MTEB PawsXPairClassification (en) + revision: 8a04d940a42cd40658986fdd8e3da561533a3646 + split: test + type: google-research-datasets/paws-x + metrics: + - type: cosine_accuracy + value: 61.8 + - type: cosine_accuracy_threshold + value: 99.5664119720459 + - type: cosine_ap + value: 60.679317786040585 + - type: cosine_f1 + value: 63.17354143441101 + - type: cosine_f1_threshold + value: 97.22164869308472 + - type: cosine_precision + value: 47.6457399103139 + - type: cosine_recall + value: 93.71554575523705 + - type: dot_accuracy + value: 55.7 + - type: dot_accuracy_threshold + value: 48353.62548828125 + - type: dot_ap + value: 48.53805970536875 + - type: dot_f1 + value: 62.42214532871972 + - type: dot_f1_threshold + value: 38215.53955078125 + - type: dot_precision + value: 45.48663640948058 + - type: dot_recall + value: 99.44873208379272 + - type: euclidean_accuracy + value: 61.75000000000001 + - type: euclidean_accuracy_threshold + value: 189.0761137008667 + - type: euclidean_ap + value: 60.55517418691518 + - type: euclidean_f1 + value: 63.07977736549165 + - type: euclidean_f1_threshold + value: 504.3168067932129 + - type: euclidean_precision + value: 47.53914988814318 + - type: euclidean_recall + value: 93.71554575523705 + - type: main_score + value: 60.679317786040585 + - type: manhattan_accuracy + value: 61.9 + - type: manhattan_accuracy_threshold + value: 4695.778274536133 + - type: manhattan_ap + value: 60.48686620413608 + - type: manhattan_f1 + value: 62.92880855772778 + - type: manhattan_f1_threshold + value: 12542.36831665039 + - type: manhattan_precision + value: 47.28381374722838 + - type: manhattan_recall + value: 94.04630650496141 + - type: max_accuracy + value: 61.9 + - type: max_ap + value: 60.679317786040585 + - type: max_f1 + value: 63.17354143441101 + - type: max_precision + value: 47.6457399103139 + - type: max_recall + value: 99.44873208379272 + - type: similarity_accuracy + value: 61.8 + - type: similarity_accuracy_threshold + value: 99.5664119720459 + - type: similarity_ap + value: 60.679317786040585 + - type: similarity_f1 + value: 63.17354143441101 + - type: similarity_f1_threshold + value: 97.22164869308472 + - type: similarity_precision + value: 47.6457399103139 + - type: similarity_recall + value: 93.71554575523705 + task: + type: PairClassification + - dataset: + config: de + name: MTEB PawsXPairClassification (de) + revision: 8a04d940a42cd40658986fdd8e3da561533a3646 + split: test + type: google-research-datasets/paws-x + metrics: + - type: cosine_accuracy + value: 60.25 + - type: cosine_accuracy_threshold + value: 99.54338073730469 + - type: cosine_ap + value: 56.7863613689054 + - type: cosine_f1 + value: 62.23499820337766 + - type: cosine_f1_threshold + value: 89.95014429092407 + - type: cosine_precision + value: 45.86864406779661 + - type: cosine_recall + value: 96.75977653631284 + - type: dot_accuracy + value: 56.8 + - type: dot_accuracy_threshold + value: 47349.78332519531 + - type: dot_ap + value: 49.7857806061729 + - type: dot_f1 + value: 62.31225986727209 + - type: dot_f1_threshold + value: 30143.206787109375 + - type: dot_precision + value: 45.32520325203252 + - type: dot_recall + value: 99.66480446927373 + - type: euclidean_accuracy + value: 60.3 + - type: euclidean_accuracy_threshold + value: 219.78106498718262 + - type: euclidean_ap + value: 56.731544327179606 + - type: euclidean_f1 + value: 62.19895287958115 + - type: euclidean_f1_threshold + value: 1792.1623229980469 + - type: euclidean_precision + value: 45.22842639593909 + - type: euclidean_recall + value: 99.55307262569832 + - type: main_score + value: 56.7863613689054 + - type: manhattan_accuracy + value: 60.150000000000006 + - type: manhattan_accuracy_threshold + value: 5104.503631591797 + - type: manhattan_ap + value: 56.70304479768734 + - type: manhattan_f1 + value: 62.22067039106145 + - type: manhattan_f1_threshold + value: 42839.471435546875 + - type: manhattan_precision + value: 45.2513966480447 + - type: manhattan_recall + value: 99.55307262569832 + - type: max_accuracy + value: 60.3 + - type: max_ap + value: 56.7863613689054 + - type: max_f1 + value: 62.31225986727209 + - type: max_precision + value: 45.86864406779661 + - type: max_recall + value: 99.66480446927373 + - type: similarity_accuracy + value: 60.25 + - type: similarity_accuracy_threshold + value: 99.54338073730469 + - type: similarity_ap + value: 56.7863613689054 + - type: similarity_f1 + value: 62.23499820337766 + - type: similarity_f1_threshold + value: 89.95014429092407 + - type: similarity_precision + value: 45.86864406779661 + - type: similarity_recall + value: 96.75977653631284 + task: + type: PairClassification + - dataset: + config: es + name: MTEB PawsXPairClassification (es) + revision: 8a04d940a42cd40658986fdd8e3da561533a3646 + split: test + type: google-research-datasets/paws-x + metrics: + - type: cosine_accuracy + value: 59.699999999999996 + - type: cosine_accuracy_threshold + value: 99.55930709838867 + - type: cosine_ap + value: 57.31662248806265 + - type: cosine_f1 + value: 62.444061962134256 + - type: cosine_f1_threshold + value: 74.75898265838623 + - type: cosine_precision + value: 45.3953953953954 + - type: cosine_recall + value: 100.0 + - type: dot_accuracy + value: 55.900000000000006 + - type: dot_accuracy_threshold + value: 47512.90283203125 + - type: dot_ap + value: 49.39339147787568 + - type: dot_f1 + value: 62.487082328625554 + - type: dot_f1_threshold + value: 34989.03503417969 + - type: dot_precision + value: 45.44088176352705 + - type: dot_recall + value: 100.0 + - type: euclidean_accuracy + value: 59.599999999999994 + - type: euclidean_accuracy_threshold + value: 200.82547664642334 + - type: euclidean_ap + value: 57.19737488445163 + - type: euclidean_f1 + value: 62.444061962134256 + - type: euclidean_f1_threshold + value: 1538.8837814331055 + - type: euclidean_precision + value: 45.3953953953954 + - type: euclidean_recall + value: 100.0 + - type: main_score + value: 57.31662248806265 + - type: manhattan_accuracy + value: 59.550000000000004 + - type: manhattan_accuracy_threshold + value: 5016.501617431641 + - type: manhattan_ap + value: 57.089959907945065 + - type: manhattan_f1 + value: 62.444061962134256 + - type: manhattan_f1_threshold + value: 37523.53515625 + - type: manhattan_precision + value: 45.3953953953954 + - type: manhattan_recall + value: 100.0 + - type: max_accuracy + value: 59.699999999999996 + - type: max_ap + value: 57.31662248806265 + - type: max_f1 + value: 62.487082328625554 + - type: max_precision + value: 45.44088176352705 + - type: max_recall + value: 100.0 + - type: similarity_accuracy + value: 59.699999999999996 + - type: similarity_accuracy_threshold + value: 99.55930709838867 + - type: similarity_ap + value: 57.31662248806265 + - type: similarity_f1 + value: 62.444061962134256 + - type: similarity_f1_threshold + value: 74.75898265838623 + - type: similarity_precision + value: 45.3953953953954 + - type: similarity_recall + value: 100.0 + task: + type: PairClassification + - dataset: + config: fr + name: MTEB PawsXPairClassification (fr) + revision: 8a04d940a42cd40658986fdd8e3da561533a3646 + split: test + type: google-research-datasets/paws-x + metrics: + - type: cosine_accuracy + value: 61.150000000000006 + - type: cosine_accuracy_threshold + value: 99.36153888702393 + - type: cosine_ap + value: 59.43845317938599 + - type: cosine_f1 + value: 62.51298026998961 + - type: cosine_f1_threshold + value: 76.77866220474243 + - type: cosine_precision + value: 45.468277945619334 + - type: cosine_recall + value: 100.0 + - type: dot_accuracy + value: 55.75 + - type: dot_accuracy_threshold + value: 48931.55212402344 + - type: dot_ap + value: 50.15949290538757 + - type: dot_f1 + value: 62.53462603878117 + - type: dot_f1_threshold + value: 34415.7958984375 + - type: dot_precision + value: 45.4911838790932 + - type: dot_recall + value: 100.0 + - type: euclidean_accuracy + value: 61.050000000000004 + - type: euclidean_accuracy_threshold + value: 240.8097267150879 + - type: euclidean_ap + value: 59.367971294226216 + - type: euclidean_f1 + value: 62.51298026998961 + - type: euclidean_f1_threshold + value: 1444.132423400879 + - type: euclidean_precision + value: 45.468277945619334 + - type: euclidean_recall + value: 100.0 + - type: main_score + value: 59.43845317938599 + - type: manhattan_accuracy + value: 60.95 + - type: manhattan_accuracy_threshold + value: 5701.206207275391 + - type: manhattan_ap + value: 59.30094096378774 + - type: manhattan_f1 + value: 62.53462603878117 + - type: manhattan_f1_threshold + value: 33445.672607421875 + - type: manhattan_precision + value: 45.4911838790932 + - type: manhattan_recall + value: 100.0 + - type: max_accuracy + value: 61.150000000000006 + - type: max_ap + value: 59.43845317938599 + - type: max_f1 + value: 62.53462603878117 + - type: max_precision + value: 45.4911838790932 + - type: max_recall + value: 100.0 + - type: similarity_accuracy + value: 61.150000000000006 + - type: similarity_accuracy_threshold + value: 99.36153888702393 + - type: similarity_ap + value: 59.43845317938599 + - type: similarity_f1 + value: 62.51298026998961 + - type: similarity_f1_threshold + value: 76.77866220474243 + - type: similarity_precision + value: 45.468277945619334 + - type: similarity_recall + value: 100.0 + task: + type: PairClassification + - dataset: + config: zh + name: MTEB PawsXPairClassification (zh) + revision: 8a04d940a42cd40658986fdd8e3da561533a3646 + split: test + type: google-research-datasets/paws-x + metrics: + - type: cosine_accuracy + value: 58.85 + - type: cosine_accuracy_threshold + value: 99.73838329315186 + - type: cosine_ap + value: 54.66913160570546 + - type: cosine_f1 + value: 62.32136632973162 + - type: cosine_f1_threshold + value: 76.4499306678772 + - type: cosine_precision + value: 45.265822784810126 + - type: cosine_recall + value: 100.0 + - type: dot_accuracy + value: 56.25 + - type: dot_accuracy_threshold + value: 47351.9287109375 + - type: dot_ap + value: 48.5266232989438 + - type: dot_f1 + value: 62.277951933124356 + - type: dot_f1_threshold + value: 31325.28076171875 + - type: dot_precision + value: 45.220030349013655 + - type: dot_recall + value: 100.0 + - type: euclidean_accuracy + value: 58.9 + - type: euclidean_accuracy_threshold + value: 144.24468278884888 + - type: euclidean_ap + value: 54.66981490353506 + - type: euclidean_f1 + value: 62.32136632973162 + - type: euclidean_f1_threshold + value: 1484.908676147461 + - type: euclidean_precision + value: 45.265822784810126 + - type: euclidean_recall + value: 100.0 + - type: main_score + value: 54.66981490353506 + - type: manhattan_accuracy + value: 58.9 + - type: manhattan_accuracy_threshold + value: 3586.785125732422 + - type: manhattan_ap + value: 54.668355260247736 + - type: manhattan_f1 + value: 62.32136632973162 + - type: manhattan_f1_threshold + value: 36031.22863769531 + - type: manhattan_precision + value: 45.265822784810126 + - type: manhattan_recall + value: 100.0 + - type: max_accuracy + value: 58.9 + - type: max_ap + value: 54.66981490353506 + - type: max_f1 + value: 62.32136632973162 + - type: max_precision + value: 45.265822784810126 + - type: max_recall + value: 100.0 + - type: similarity_accuracy + value: 58.85 + - type: similarity_accuracy_threshold + value: 99.73838329315186 + - type: similarity_ap + value: 54.66913160570546 + - type: similarity_f1 + value: 62.32136632973162 + - type: similarity_f1_threshold + value: 76.4499306678772 + - type: similarity_precision + value: 45.265822784810126 + - type: similarity_recall + value: 100.0 + task: + type: PairClassification + - dataset: + config: default + name: MTEB PolEmo2.0-IN (default) + revision: d90724373c70959f17d2331ad51fb60c71176b03 + split: test + type: PL-MTEB/polemo2_in + metrics: + - type: accuracy + value: 83.75346260387812 + - type: f1 + value: 81.98304891214909 + - type: f1_weighted + value: 84.29623200830078 + - type: main_score + value: 83.75346260387812 + task: + type: Classification + - dataset: + config: default + name: MTEB PolEmo2.0-OUT (default) + revision: 6a21ab8716e255ab1867265f8b396105e8aa63d4 + split: test + type: PL-MTEB/polemo2_out + metrics: + - type: accuracy + value: 66.53846153846153 + - type: f1 + value: 52.71826064368638 + - type: f1_weighted + value: 69.10010124630334 + - type: main_score + value: 66.53846153846153 + task: + type: Classification + - dataset: + config: default + name: MTEB PPC + revision: None + split: test + type: PL-MTEB/ppc-pairclassification + metrics: + - type: cosine_accuracy + value: 81.8 + - type: cosine_accuracy_threshold + value: 90.47793745994568 + - type: cosine_ap + value: 91.42490266080884 + - type: cosine_f1 + value: 85.4632587859425 + - type: cosine_f1_threshold + value: 90.47793745994568 + - type: cosine_precision + value: 82.56172839506173 + - type: cosine_recall + value: 88.57615894039735 + - type: dot_accuracy + value: 74.6 + - type: dot_accuracy_threshold + value: 42102.23693847656 + - type: dot_ap + value: 86.20060009096979 + - type: dot_f1 + value: 80.02842928216063 + - type: dot_f1_threshold + value: 38970.16906738281 + - type: dot_precision + value: 70.1120797011208 + - type: dot_recall + value: 93.21192052980133 + - type: euclidean_accuracy + value: 81.5 + - type: euclidean_accuracy_threshold + value: 880.433464050293 + - type: euclidean_ap + value: 91.33143477982087 + - type: euclidean_f1 + value: 85.44600938967135 + - type: euclidean_f1_threshold + value: 964.0384674072266 + - type: euclidean_precision + value: 81.00890207715133 + - type: euclidean_recall + value: 90.39735099337747 + - type: main_score + value: 91.42490266080884 + - type: manhattan_accuracy + value: 81.3 + - type: manhattan_accuracy_threshold + value: 22100.830078125 + - type: manhattan_ap + value: 91.25996158651282 + - type: manhattan_f1 + value: 85.38102643856921 + - type: manhattan_f1_threshold + value: 24043.515014648438 + - type: manhattan_precision + value: 80.49853372434018 + - type: manhattan_recall + value: 90.89403973509934 + - type: max_accuracy + value: 81.8 + - type: max_ap + value: 91.42490266080884 + - type: max_f1 + value: 85.4632587859425 + - type: max_precision + value: 82.56172839506173 + - type: max_recall + value: 93.21192052980133 + - type: similarity_accuracy + value: 81.8 + - type: similarity_accuracy_threshold + value: 90.47793745994568 + - type: similarity_ap + value: 91.42490266080884 + - type: similarity_f1 + value: 85.4632587859425 + - type: similarity_f1_threshold + value: 90.47793745994568 + - type: similarity_precision + value: 82.56172839506173 + - type: similarity_recall + value: 88.57615894039735 + task: + type: PairClassification + - dataset: + config: default + name: MTEB QuoraRetrieval (default) + revision: e4e08e0b7dbe3c8700f0daef558ff32256715259 + split: test + type: mteb/quora + metrics: + - type: map_at_1 + value: 71.419 + - type: map_at_10 + value: 85.542 + - type: map_at_100 + value: 86.161 + - type: map_at_1000 + value: 86.175 + - type: map_at_20 + value: 85.949 + - type: map_at_3 + value: 82.623 + - type: map_at_5 + value: 84.5 + - type: mrr_at_1 + value: 82.27 + - type: mrr_at_10 + value: 88.21900000000001 + - type: mrr_at_100 + value: 88.313 + - type: mrr_at_1000 + value: 88.31400000000001 + - type: mrr_at_20 + value: 88.286 + - type: mrr_at_3 + value: 87.325 + - type: mrr_at_5 + value: 87.97500000000001 + - type: ndcg_at_1 + value: 82.3 + - type: ndcg_at_10 + value: 89.088 + - type: ndcg_at_100 + value: 90.217 + - type: ndcg_at_1000 + value: 90.29700000000001 + - type: ndcg_at_20 + value: 89.697 + - type: ndcg_at_3 + value: 86.435 + - type: ndcg_at_5 + value: 87.966 + - type: precision_at_1 + value: 82.3 + - type: precision_at_10 + value: 13.527000000000001 + - type: precision_at_100 + value: 1.537 + - type: precision_at_1000 + value: 0.157 + - type: precision_at_20 + value: 7.165000000000001 + - type: precision_at_3 + value: 37.92 + - type: precision_at_5 + value: 24.914 + - type: recall_at_1 + value: 71.419 + - type: recall_at_10 + value: 95.831 + - type: recall_at_100 + value: 99.64 + - type: recall_at_1000 + value: 99.988 + - type: recall_at_20 + value: 97.76599999999999 + - type: recall_at_3 + value: 88.081 + - type: recall_at_5 + value: 92.50500000000001 + - type: main_score + value: 89.088 + task: + type: Retrieval + - dataset: + config: default + name: MTEB RUParaPhraserSTS (default) + revision: 43265056790b8f7c59e0139acb4be0a8dad2c8f4 + split: test + type: merionum/ru_paraphraser + metrics: + - type: cosine_pearson + value: 67.91177744712421 + - type: cosine_spearman + value: 76.77113726753656 + - type: euclidean_pearson + value: 73.81454206068638 + - type: euclidean_spearman + value: 76.92529493599028 + - type: main_score + value: 76.77113726753656 + - type: manhattan_pearson + value: 73.81690454439168 + - type: manhattan_spearman + value: 76.87333776705002 + - type: pearson + value: 67.91177744712421 + - type: spearman + value: 76.77113726753656 + task: + type: STS + - dataset: + config: default + name: MTEB RedditClustering (default) + revision: 24640382cdbf8abc73003fb0fa6d111a705499eb + split: test + type: mteb/reddit-clustering + metrics: + - type: main_score + value: 55.39924225216962 + - type: v_measure + value: 55.39924225216962 + - type: v_measure_std + value: 4.723802279292467 + task: + type: Clustering + - dataset: + config: default + name: MTEB RedditClusteringP2P (default) + revision: 385e3cb46b4cfa89021f56c4380204149d0efe33 + split: test + type: mteb/reddit-clustering-p2p + metrics: + - type: main_score + value: 62.87465161304012 + - type: v_measure + value: 62.87465161304012 + - type: v_measure_std + value: 12.082670914488473 + task: + type: Clustering + - dataset: + config: default + name: MTEB RiaNewsRetrieval (default) + revision: 82374b0bbacda6114f39ff9c5b925fa1512ca5d7 + split: test + type: ai-forever/ria-news-retrieval + metrics: + - type: main_score + value: 79.209 + - type: map_at_1 + value: 67.33 + - type: map_at_10 + value: 75.633 + - type: map_at_100 + value: 75.897 + - type: map_at_1000 + value: 75.907 + - type: map_at_20 + value: 75.804 + - type: map_at_3 + value: 74.2 + - type: map_at_5 + value: 75.13300000000001 + - type: mrr_at_1 + value: 67.31 + - type: mrr_at_10 + value: 75.62709126984095 + - type: mrr_at_100 + value: 75.89105697041113 + - type: mrr_at_1000 + value: 75.90115653883124 + - type: mrr_at_20 + value: 75.79802332308172 + - type: mrr_at_3 + value: 74.19499999999961 + - type: mrr_at_5 + value: 75.12849999999939 + - type: nauc_map_at_1000_diff1 + value: 74.30304869630591 + - type: nauc_map_at_1000_max + value: 36.477146725784046 + - type: nauc_map_at_1000_std + value: -20.862772498461723 + - type: nauc_map_at_100_diff1 + value: 74.29833058090355 + - type: nauc_map_at_100_max + value: 36.483678619667884 + - type: nauc_map_at_100_std + value: -20.856274849980135 + - type: nauc_map_at_10_diff1 + value: 74.20729220697967 + - type: nauc_map_at_10_max + value: 36.56543146170092 + - type: nauc_map_at_10_std + value: -20.991081015484728 + - type: nauc_map_at_1_diff1 + value: 77.38899022125185 + - type: nauc_map_at_1_max + value: 32.45918619669731 + - type: nauc_map_at_1_std + value: -22.149586336167324 + - type: nauc_map_at_20_diff1 + value: 74.2447573558587 + - type: nauc_map_at_20_max + value: 36.50383130240387 + - type: nauc_map_at_20_std + value: -20.87013743041831 + - type: nauc_map_at_3_diff1 + value: 74.3054577294586 + - type: nauc_map_at_3_max + value: 36.484530586652724 + - type: nauc_map_at_3_std + value: -21.90543024607988 + - type: nauc_map_at_5_diff1 + value: 74.21062368961503 + - type: nauc_map_at_5_max + value: 36.55670532498779 + - type: nauc_map_at_5_std + value: -21.488786900676942 + - type: nauc_mrr_at_1000_diff1 + value: 74.31619177956684 + - type: nauc_mrr_at_1000_max + value: 36.53498918453189 + - type: nauc_mrr_at_1000_std + value: -20.75986704931237 + - type: nauc_mrr_at_100_diff1 + value: 74.31146790382356 + - type: nauc_mrr_at_100_max + value: 36.54149252857106 + - type: nauc_mrr_at_100_std + value: -20.75341959250079 + - type: nauc_mrr_at_10_diff1 + value: 74.22027806145095 + - type: nauc_mrr_at_10_max + value: 36.622542969971725 + - type: nauc_mrr_at_10_std + value: -20.889417384064117 + - type: nauc_mrr_at_1_diff1 + value: 77.4306709551449 + - type: nauc_mrr_at_1_max + value: 32.57259463438259 + - type: nauc_mrr_at_1_std + value: -21.964402859613937 + - type: nauc_mrr_at_20_diff1 + value: 74.25784396230718 + - type: nauc_mrr_at_20_max + value: 36.561412224507336 + - type: nauc_mrr_at_20_std + value: -20.767665000065723 + - type: nauc_mrr_at_3_diff1 + value: 74.31423253547214 + - type: nauc_mrr_at_3_max + value: 36.537745749488906 + - type: nauc_mrr_at_3_std + value: -21.81259529019546 + - type: nauc_mrr_at_5_diff1 + value: 74.22404613312771 + - type: nauc_mrr_at_5_max + value: 36.60743768455219 + - type: nauc_mrr_at_5_std + value: -21.39479216331971 + - type: nauc_ndcg_at_1000_diff1 + value: 73.48182819705742 + - type: nauc_ndcg_at_1000_max + value: 37.86991608461793 + - type: nauc_ndcg_at_1000_std + value: -19.021499322688904 + - type: nauc_ndcg_at_100_diff1 + value: 73.34941250585759 + - type: nauc_ndcg_at_100_max + value: 38.11150275625829 + - type: nauc_ndcg_at_100_std + value: -18.70624087206104 + - type: nauc_ndcg_at_10_diff1 + value: 72.82520265115987 + - type: nauc_ndcg_at_10_max + value: 38.43323357650525 + - type: nauc_ndcg_at_10_std + value: -19.410953792830878 + - type: nauc_ndcg_at_1_diff1 + value: 77.38899022125185 + - type: nauc_ndcg_at_1_max + value: 32.45918619669731 + - type: nauc_ndcg_at_1_std + value: -22.149586336167324 + - type: nauc_ndcg_at_20_diff1 + value: 72.93309285256507 + - type: nauc_ndcg_at_20_max + value: 38.217372819067755 + - type: nauc_ndcg_at_20_std + value: -18.864113576359333 + - type: nauc_ndcg_at_3_diff1 + value: 73.18253776744112 + - type: nauc_ndcg_at_3_max + value: 38.008109328364 + - type: nauc_ndcg_at_3_std + value: -21.68785687594153 + - type: nauc_ndcg_at_5_diff1 + value: 72.90474739784793 + - type: nauc_ndcg_at_5_max + value: 38.29483039202184 + - type: nauc_ndcg_at_5_std + value: -20.833049811453474 + - type: nauc_precision_at_1000_diff1 + value: 59.306217613750334 + - type: nauc_precision_at_1000_max + value: 72.20747948302262 + - type: nauc_precision_at_1000_std + value: 45.58837180096227 + - type: nauc_precision_at_100_diff1 + value: 62.87286844562389 + - type: nauc_precision_at_100_max + value: 61.33108214045868 + - type: nauc_precision_at_100_std + value: 20.67481963545654 + - type: nauc_precision_at_10_diff1 + value: 64.11222984256685 + - type: nauc_precision_at_10_max + value: 50.323697746037496 + - type: nauc_precision_at_10_std + value: -7.9994544634332625 + - type: nauc_precision_at_1_diff1 + value: 77.38899022125185 + - type: nauc_precision_at_1_max + value: 32.45918619669731 + - type: nauc_precision_at_1_std + value: -22.149586336167324 + - type: nauc_precision_at_20_diff1 + value: 62.30228127286973 + - type: nauc_precision_at_20_max + value: 52.02090746208407 + - type: nauc_precision_at_20_std + value: 0.7629898806370331 + - type: nauc_precision_at_3_diff1 + value: 68.82856645994157 + - type: nauc_precision_at_3_max + value: 43.94171571306625 + - type: nauc_precision_at_3_std + value: -20.78595255410148 + - type: nauc_precision_at_5_diff1 + value: 66.62157622497887 + - type: nauc_precision_at_5_max + value: 46.69398173603811 + - type: nauc_precision_at_5_std + value: -17.412423571163057 + - type: nauc_recall_at_1000_diff1 + value: 59.30621761375148 + - type: nauc_recall_at_1000_max + value: 72.20747948302191 + - type: nauc_recall_at_1000_std + value: 45.588371800962655 + - type: nauc_recall_at_100_diff1 + value: 62.872868445623894 + - type: nauc_recall_at_100_max + value: 61.33108214045813 + - type: nauc_recall_at_100_std + value: 20.67481963545666 + - type: nauc_recall_at_10_diff1 + value: 64.11222984256698 + - type: nauc_recall_at_10_max + value: 50.32369774603755 + - type: nauc_recall_at_10_std + value: -7.999454463433321 + - type: nauc_recall_at_1_diff1 + value: 77.38899022125185 + - type: nauc_recall_at_1_max + value: 32.45918619669731 + - type: nauc_recall_at_1_std + value: -22.149586336167324 + - type: nauc_recall_at_20_diff1 + value: 62.3022812728695 + - type: nauc_recall_at_20_max + value: 52.02090746208397 + - type: nauc_recall_at_20_std + value: 0.7629898806369458 + - type: nauc_recall_at_3_diff1 + value: 68.82856645994157 + - type: nauc_recall_at_3_max + value: 43.94171571306612 + - type: nauc_recall_at_3_std + value: -20.78595255410157 + - type: nauc_recall_at_5_diff1 + value: 66.62157622497897 + - type: nauc_recall_at_5_max + value: 46.693981736038246 + - type: nauc_recall_at_5_std + value: -17.412423571162954 + - type: ndcg_at_1 + value: 67.33 + - type: ndcg_at_10 + value: 79.209 + - type: ndcg_at_100 + value: 80.463 + - type: ndcg_at_1000 + value: 80.74799999999999 + - type: ndcg_at_20 + value: 79.81899999999999 + - type: ndcg_at_3 + value: 76.335 + - type: ndcg_at_5 + value: 78.011 + - type: precision_at_1 + value: 67.33 + - type: precision_at_10 + value: 9.020999999999999 + - type: precision_at_100 + value: 0.96 + - type: precision_at_1000 + value: 0.098 + - type: precision_at_20 + value: 4.63 + - type: precision_at_3 + value: 27.493000000000002 + - type: precision_at_5 + value: 17.308 + - type: recall_at_1 + value: 67.33 + - type: recall_at_10 + value: 90.21000000000001 + - type: recall_at_100 + value: 96.00999999999999 + - type: recall_at_1000 + value: 98.29 + - type: recall_at_20 + value: 92.60000000000001 + - type: recall_at_3 + value: 82.48 + - type: recall_at_5 + value: 86.53999999999999 + task: + type: Retrieval + - dataset: + config: default + name: MTEB RuBQReranking (default) + revision: 2e96b8f098fa4b0950fc58eacadeb31c0d0c7fa2 + split: test + type: ai-forever/rubq-reranking + metrics: + - type: main_score + value: 65.57453932493252 + - type: map + value: 65.57453932493252 + - type: mrr + value: 70.51408205663526 + - type: nAUC_map_diff1 + value: 26.69583260609023 + - type: nAUC_map_max + value: 12.928262749610663 + - type: nAUC_map_std + value: 11.702468857903128 + - type: nAUC_mrr_diff1 + value: 28.5206955462174 + - type: nAUC_mrr_max + value: 14.207162454694227 + - type: nAUC_mrr_std + value: 10.725721001555296 + task: + type: Reranking + - dataset: + config: default + name: MTEB RuBQRetrieval (default) + revision: e19b6ffa60b3bc248e0b41f4cc37c26a55c2a67b + split: test + type: ai-forever/rubq-retrieval + metrics: + - type: main_score + value: 72.306 + - type: map_at_1 + value: 44.187 + - type: map_at_10 + value: 64.836 + - type: map_at_100 + value: 65.771 + - type: map_at_1000 + value: 65.8 + - type: map_at_20 + value: 65.497 + - type: map_at_3 + value: 59.692 + - type: map_at_5 + value: 63.105 + - type: mrr_at_1 + value: 62.23404255319149 + - type: mrr_at_10 + value: 73.40810161732159 + - type: mrr_at_100 + value: 73.67949305473395 + - type: mrr_at_1000 + value: 73.68707852294746 + - type: mrr_at_20 + value: 73.60429051697479 + - type: mrr_at_3 + value: 71.47360126083535 + - type: mrr_at_5 + value: 72.8447596532704 + - type: nauc_map_at_1000_diff1 + value: 39.838449035736886 + - type: nauc_map_at_1000_max + value: 32.29962306877408 + - type: nauc_map_at_1000_std + value: -6.324859592714388 + - type: nauc_map_at_100_diff1 + value: 39.824361938745426 + - type: nauc_map_at_100_max + value: 32.32055222704763 + - type: nauc_map_at_100_std + value: -6.301641111869559 + - type: nauc_map_at_10_diff1 + value: 39.50155328718487 + - type: nauc_map_at_10_max + value: 31.745730244960672 + - type: nauc_map_at_10_std + value: -6.867215137329693 + - type: nauc_map_at_1_diff1 + value: 47.66181128677822 + - type: nauc_map_at_1_max + value: 21.75204233166764 + - type: nauc_map_at_1_std + value: -8.06951079061697 + - type: nauc_map_at_20_diff1 + value: 39.78364637902108 + - type: nauc_map_at_20_max + value: 32.39065528029405 + - type: nauc_map_at_20_std + value: -6.368994332729006 + - type: nauc_map_at_3_diff1 + value: 39.51829474433183 + - type: nauc_map_at_3_max + value: 28.633292697821673 + - type: nauc_map_at_3_std + value: -7.2561170814963925 + - type: nauc_map_at_5_diff1 + value: 39.288433237676266 + - type: nauc_map_at_5_max + value: 31.007702201615515 + - type: nauc_map_at_5_std + value: -7.235131195162474 + - type: nauc_mrr_at_1000_diff1 + value: 49.599102391215226 + - type: nauc_mrr_at_1000_max + value: 38.25521825911133 + - type: nauc_mrr_at_1000_std + value: -10.448180939809435 + - type: nauc_mrr_at_100_diff1 + value: 49.5957067716212 + - type: nauc_mrr_at_100_max + value: 38.26760703964535 + - type: nauc_mrr_at_100_std + value: -10.438443051971081 + - type: nauc_mrr_at_10_diff1 + value: 49.35269710190271 + - type: nauc_mrr_at_10_max + value: 38.43782589127069 + - type: nauc_mrr_at_10_std + value: -10.404402063509815 + - type: nauc_mrr_at_1_diff1 + value: 53.32206103688421 + - type: nauc_mrr_at_1_max + value: 33.52402390241035 + - type: nauc_mrr_at_1_std + value: -12.73473393949936 + - type: nauc_mrr_at_20_diff1 + value: 49.550630850826636 + - type: nauc_mrr_at_20_max + value: 38.35964703941151 + - type: nauc_mrr_at_20_std + value: -10.444577766284766 + - type: nauc_mrr_at_3_diff1 + value: 49.12029127633829 + - type: nauc_mrr_at_3_max + value: 38.01631275124067 + - type: nauc_mrr_at_3_std + value: -10.523724301481309 + - type: nauc_mrr_at_5_diff1 + value: 49.04606949432458 + - type: nauc_mrr_at_5_max + value: 38.33647550077891 + - type: nauc_mrr_at_5_std + value: -10.47076409263114 + - type: nauc_ndcg_at_1000_diff1 + value: 41.342785916264226 + - type: nauc_ndcg_at_1000_max + value: 35.75731064862711 + - type: nauc_ndcg_at_1000_std + value: -5.45573422899229 + - type: nauc_ndcg_at_100_diff1 + value: 40.972974559636086 + - type: nauc_ndcg_at_100_max + value: 36.32938573321036 + - type: nauc_ndcg_at_100_std + value: -4.749631537590004 + - type: nauc_ndcg_at_10_diff1 + value: 39.67813474464166 + - type: nauc_ndcg_at_10_max + value: 35.480200504848966 + - type: nauc_ndcg_at_10_std + value: -6.318561293935512 + - type: nauc_ndcg_at_1_diff1 + value: 53.45970160222764 + - type: nauc_ndcg_at_1_max + value: 33.14759013278075 + - type: nauc_ndcg_at_1_std + value: -12.579833891774847 + - type: nauc_ndcg_at_20_diff1 + value: 40.67492861219249 + - type: nauc_ndcg_at_20_max + value: 36.84960799838019 + - type: nauc_ndcg_at_20_std + value: -5.202530835850179 + - type: nauc_ndcg_at_3_diff1 + value: 39.574906207408844 + - type: nauc_ndcg_at_3_max + value: 31.76512164509258 + - type: nauc_ndcg_at_3_std + value: -7.656143208565999 + - type: nauc_ndcg_at_5_diff1 + value: 39.096348529742095 + - type: nauc_ndcg_at_5_max + value: 34.075926475544165 + - type: nauc_ndcg_at_5_std + value: -7.238045445366631 + - type: nauc_precision_at_1000_diff1 + value: -14.283799754212609 + - type: nauc_precision_at_1000_max + value: 6.449741756717101 + - type: nauc_precision_at_1000_std + value: 4.862828679759048 + - type: nauc_precision_at_100_diff1 + value: -13.23173132700258 + - type: nauc_precision_at_100_max + value: 11.058898534529195 + - type: nauc_precision_at_100_std + value: 7.343683941814956 + - type: nauc_precision_at_10_diff1 + value: -7.202951643546464 + - type: nauc_precision_at_10_max + value: 17.499446869433278 + - type: nauc_precision_at_10_std + value: 2.8367985220406307 + - type: nauc_precision_at_1_diff1 + value: 53.45970160222764 + - type: nauc_precision_at_1_max + value: 33.14759013278075 + - type: nauc_precision_at_1_std + value: -12.579833891774847 + - type: nauc_precision_at_20_diff1 + value: -9.477122699154124 + - type: nauc_precision_at_20_max + value: 16.80556031564312 + - type: nauc_precision_at_20_std + value: 6.420218284416923 + - type: nauc_precision_at_3_diff1 + value: 5.5276143574150245 + - type: nauc_precision_at_3_max + value: 23.65952688481666 + - type: nauc_precision_at_3_std + value: -1.8730348729295785 + - type: nauc_precision_at_5_diff1 + value: -2.4537029093721308 + - type: nauc_precision_at_5_max + value: 21.41469327545133 + - type: nauc_precision_at_5_std + value: 0.1543890645722277 + - type: nauc_recall_at_1000_diff1 + value: -1.7474947956413491 + - type: nauc_recall_at_1000_max + value: 46.22670991970479 + - type: nauc_recall_at_1000_std + value: 62.582840705588794 + - type: nauc_recall_at_100_diff1 + value: 16.116089801097345 + - type: nauc_recall_at_100_max + value: 52.54794580975103 + - type: nauc_recall_at_100_std + value: 33.720245696003246 + - type: nauc_recall_at_10_diff1 + value: 23.134924318655482 + - type: nauc_recall_at_10_max + value: 38.73754275649077 + - type: nauc_recall_at_10_std + value: 0.6137471711639239 + - type: nauc_recall_at_1_diff1 + value: 47.66181128677822 + - type: nauc_recall_at_1_max + value: 21.75204233166764 + - type: nauc_recall_at_1_std + value: -8.06951079061697 + - type: nauc_recall_at_20_diff1 + value: 24.130616271355017 + - type: nauc_recall_at_20_max + value: 48.306178640146136 + - type: nauc_recall_at_20_std + value: 9.290819557000022 + - type: nauc_recall_at_3_diff1 + value: 29.767415016250226 + - type: nauc_recall_at_3_max + value: 28.54289782140701 + - type: nauc_recall_at_3_std + value: -5.1395675072005576 + - type: nauc_recall_at_5_diff1 + value: 25.410613126870174 + - type: nauc_recall_at_5_max + value: 33.24658754857624 + - type: nauc_recall_at_5_std + value: -4.211226036746632 + - type: ndcg_at_1 + value: 62.175000000000004 + - type: ndcg_at_10 + value: 72.306 + - type: ndcg_at_100 + value: 75.074 + - type: ndcg_at_1000 + value: 75.581 + - type: ndcg_at_20 + value: 73.875 + - type: ndcg_at_3 + value: 65.641 + - type: ndcg_at_5 + value: 69.48299999999999 + - type: precision_at_1 + value: 62.175000000000004 + - type: precision_at_10 + value: 13.907 + - type: precision_at_100 + value: 1.591 + - type: precision_at_1000 + value: 0.166 + - type: precision_at_20 + value: 7.446999999999999 + - type: precision_at_3 + value: 35.619 + - type: precision_at_5 + value: 24.917 + - type: recall_at_1 + value: 44.187 + - type: recall_at_10 + value: 85.10600000000001 + - type: recall_at_100 + value: 95.488 + - type: recall_at_1000 + value: 98.831 + - type: recall_at_20 + value: 90.22200000000001 + - type: recall_at_3 + value: 68.789 + - type: recall_at_5 + value: 77.85499999999999 + task: + type: Retrieval + - dataset: + config: default + name: MTEB RuReviewsClassification (default) + revision: f6d2c31f4dc6b88f468552750bfec05b4b41b05a + split: test + type: ai-forever/ru-reviews-classification + metrics: + - type: accuracy + value: 67.5830078125 + - type: f1 + value: 67.56931936632446 + - type: f1_weighted + value: 67.57137733752779 + - type: main_score + value: 67.5830078125 + task: + type: Classification + - dataset: + config: default + name: MTEB RuSTSBenchmarkSTS (default) + revision: 7cf24f325c6da6195df55bef3d86b5e0616f3018 + split: test + type: ai-forever/ru-stsbenchmark-sts + metrics: + - type: cosine_pearson + value: 85.90493484626788 + - type: cosine_spearman + value: 86.21965691667411 + - type: euclidean_pearson + value: 86.07499842984909 + - type: euclidean_spearman + value: 86.55506818735688 + - type: main_score + value: 86.21965691667411 + - type: manhattan_pearson + value: 85.95976420231729 + - type: manhattan_spearman + value: 86.48604243661234 + - type: pearson + value: 85.90493484626788 + - type: spearman + value: 86.21965691667411 + task: + type: STS + - dataset: + config: default + name: MTEB RuSciBenchGRNTIClassification (default) + revision: 673a610d6d3dd91a547a0d57ae1b56f37ebbf6a1 + split: test + type: ai-forever/ru-scibench-grnti-classification + metrics: + - type: accuracy + value: 59.1943359375 + - type: f1 + value: 58.894480861440414 + - type: f1_weighted + value: 58.903615560240866 + - type: main_score + value: 59.1943359375 + task: + type: Classification + - dataset: + config: default + name: MTEB RuSciBenchGRNTIClusteringP2P (default) + revision: 673a610d6d3dd91a547a0d57ae1b56f37ebbf6a1 + split: test + type: ai-forever/ru-scibench-grnti-classification + metrics: + - type: main_score + value: 57.99209448663228 + - type: v_measure + value: 57.99209448663228 + - type: v_measure_std + value: 1.0381163861993816 + task: + type: Clustering + - dataset: + config: default + name: MTEB RuSciBenchOECDClassification (default) + revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471 + split: test + type: ai-forever/ru-scibench-oecd-classification + metrics: + - type: accuracy + value: 45.556640625 + - type: f1 + value: 45.159163104085906 + - type: f1_weighted + value: 45.16098316398626 + - type: main_score + value: 45.556640625 + task: + type: Classification + - dataset: + config: default + name: MTEB RuSciBenchOECDClusteringP2P (default) + revision: 26c88e99dcaba32bb45d0e1bfc21902337f6d471 + split: test + type: ai-forever/ru-scibench-oecd-classification + metrics: + - type: main_score + value: 50.787548070488974 + - type: v_measure + value: 50.787548070488974 + - type: v_measure_std + value: 0.8569958168946827 + task: + type: Clustering + - dataset: + config: default + name: MTEB SCIDOCS (default) + revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88 + split: test + type: mteb/scidocs + metrics: + - type: map_at_1 + value: 4.843 + - type: map_at_10 + value: 11.752 + - type: map_at_100 + value: 13.919 + - type: map_at_1000 + value: 14.198 + - type: map_at_20 + value: 12.898000000000001 + - type: map_at_3 + value: 8.603 + - type: map_at_5 + value: 10.069 + - type: mrr_at_1 + value: 23.799999999999997 + - type: mrr_at_10 + value: 34.449999999999996 + - type: mrr_at_100 + value: 35.64 + - type: mrr_at_1000 + value: 35.691 + - type: mrr_at_20 + value: 35.213 + - type: mrr_at_3 + value: 31.383 + - type: mrr_at_5 + value: 33.062999999999995 + - type: ndcg_at_1 + value: 23.799999999999997 + - type: ndcg_at_10 + value: 19.811 + - type: ndcg_at_100 + value: 28.108 + - type: ndcg_at_1000 + value: 33.1 + - type: ndcg_at_20 + value: 22.980999999999998 + - type: ndcg_at_3 + value: 19.153000000000002 + - type: ndcg_at_5 + value: 16.408 + - type: precision_at_1 + value: 23.799999999999997 + - type: precision_at_10 + value: 10.16 + - type: precision_at_100 + value: 2.1999999999999997 + - type: precision_at_1000 + value: 0.34099999999999997 + - type: precision_at_20 + value: 6.915 + - type: precision_at_3 + value: 17.8 + - type: precision_at_5 + value: 14.14 + - type: recall_at_1 + value: 4.843 + - type: recall_at_10 + value: 20.595 + - type: recall_at_100 + value: 44.66 + - type: recall_at_1000 + value: 69.152 + - type: recall_at_20 + value: 28.04 + - type: recall_at_3 + value: 10.833 + - type: recall_at_5 + value: 14.346999999999998 + - type: main_score + value: 19.811 + task: + type: Retrieval + - dataset: + config: default + name: MTEB SICK-E-PL (default) + revision: 71bba34b0ece6c56dfcf46d9758a27f7a90f17e9 + split: test + type: PL-MTEB/sicke-pl-pairclassification + metrics: + - type: cosine_accuracy + value: 80.90093762739502 + - type: cosine_accuracy_threshold + value: 94.40930485725403 + - type: cosine_ap + value: 71.15400909912427 + - type: cosine_f1 + value: 66.8213457076566 + - type: cosine_f1_threshold + value: 91.53673648834229 + - type: cosine_precision + value: 62.4922504649721 + - type: cosine_recall + value: 71.7948717948718 + - type: dot_accuracy + value: 78.41418671015083 + - type: dot_accuracy_threshold + value: 42924.45068359375 + - type: dot_ap + value: 63.34003025365763 + - type: dot_f1 + value: 62.518258837277244 + - type: dot_f1_threshold + value: 40900.738525390625 + - type: dot_precision + value: 52.99653293709758 + - type: dot_recall + value: 76.21082621082621 + - type: euclidean_accuracy + value: 80.67672238075826 + - type: euclidean_accuracy_threshold + value: 696.0524559020996 + - type: euclidean_ap + value: 70.88762835990224 + - type: euclidean_f1 + value: 66.711051930759 + - type: euclidean_f1_threshold + value: 878.5581588745117 + - type: euclidean_precision + value: 62.625 + - type: euclidean_recall + value: 71.36752136752136 + - type: main_score + value: 71.15400909912427 + - type: manhattan_accuracy + value: 80.65633917651854 + - type: manhattan_accuracy_threshold + value: 17277.72674560547 + - type: manhattan_ap + value: 70.67105336611716 + - type: manhattan_f1 + value: 66.51346027577151 + - type: manhattan_f1_threshold + value: 21687.957763671875 + - type: manhattan_precision + value: 61.69305724725944 + - type: manhattan_recall + value: 72.15099715099716 + - type: max_accuracy + value: 80.90093762739502 + - type: max_ap + value: 71.15400909912427 + - type: max_f1 + value: 66.8213457076566 + - type: max_precision + value: 62.625 + - type: max_recall + value: 76.21082621082621 + - type: similarity_accuracy + value: 80.90093762739502 + - type: similarity_accuracy_threshold + value: 94.40930485725403 + - type: similarity_ap + value: 71.15400909912427 + - type: similarity_f1 + value: 66.8213457076566 + - type: similarity_f1_threshold + value: 91.53673648834229 + - type: similarity_precision + value: 62.4922504649721 + - type: similarity_recall + value: 71.7948717948718 + task: + type: PairClassification + - dataset: + config: default + name: MTEB SICK-R (default) + revision: 20a6d6f312dd54037fe07a32d58e5e168867909d + split: test + type: mteb/sickr-sts + metrics: + - type: cosine_pearson + value: 92.3339946866199 + - type: cosine_spearman + value: 89.61697355115497 + - type: euclidean_pearson + value: 90.3264916449669 + - type: euclidean_spearman + value: 89.36270451308866 + - type: main_score + value: 89.61697355115497 + - type: manhattan_pearson + value: 90.18909339052534 + - type: manhattan_spearman + value: 89.28337093097377 + - type: pearson + value: 92.3339946866199 + - type: spearman + value: 89.61697355115497 + task: + type: STS + - dataset: + config: default + name: MTEB SICK-R-PL (default) + revision: fd5c2441b7eeff8676768036142af4cfa42c1339 + split: test + type: PL-MTEB/sickr-pl-sts + metrics: + - type: cosine_pearson + value: 85.27883048457821 + - type: cosine_spearman + value: 80.53204892678619 + - type: euclidean_pearson + value: 82.78520705216168 + - type: euclidean_spearman + value: 80.27848359873212 + - type: main_score + value: 80.53204892678619 + - type: manhattan_pearson + value: 82.63270640583454 + - type: manhattan_spearman + value: 80.21507977473146 + - type: pearson + value: 85.27883048457821 + - type: spearman + value: 80.53204892678619 + task: + type: STS + - dataset: + config: default + name: MTEB SICKFr (default) + revision: e077ab4cf4774a1e36d86d593b150422fafd8e8a + split: test + type: Lajavaness/SICK-fr + metrics: + - type: cosine_pearson + value: 88.77029361817212 + - type: cosine_spearman + value: 83.9453600346894 + - type: euclidean_pearson + value: 85.85331086208573 + - type: euclidean_spearman + value: 83.70852031985308 + - type: main_score + value: 83.9453600346894 + - type: manhattan_pearson + value: 85.66222265885914 + - type: manhattan_spearman + value: 83.60833111525962 + - type: pearson + value: 88.77029361817212 + - type: spearman + value: 83.9453600346894 + task: + type: STS + - dataset: + config: default + name: MTEB STS12 (default) + revision: a0d554a64d88156834ff5ae9920b964011b16384 + split: test + type: mteb/sts12-sts + metrics: + - type: cosine_pearson + value: 88.76435859522375 + - type: cosine_spearman + value: 82.43768167804375 + - type: euclidean_pearson + value: 87.43566183874832 + - type: euclidean_spearman + value: 82.82166873757507 + - type: main_score + value: 82.43768167804375 + - type: manhattan_pearson + value: 87.39450871380951 + - type: manhattan_spearman + value: 82.89253043430163 + - type: pearson + value: 88.76435859522375 + - type: spearman + value: 82.43768167804375 + task: + type: STS + - dataset: + config: default + name: MTEB STS13 (default) + revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca + split: test + type: mteb/sts13-sts + metrics: + - type: cosine_pearson + value: 88.86627241652141 + - type: cosine_spearman + value: 89.49011599120688 + - type: euclidean_pearson + value: 89.3314120073772 + - type: euclidean_spearman + value: 89.8226502776963 + - type: main_score + value: 89.49011599120688 + - type: manhattan_pearson + value: 89.2252179076963 + - type: manhattan_spearman + value: 89.74573844021225 + - type: pearson + value: 88.86627241652141 + - type: spearman + value: 89.49011599120688 + task: + type: STS + - dataset: + config: default + name: MTEB STS14 (default) + revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375 + split: test + type: mteb/sts14-sts + metrics: + - type: cosine_pearson + value: 87.22891405215968 + - type: cosine_spearman + value: 84.9467188157614 + - type: euclidean_pearson + value: 87.20330004726237 + - type: euclidean_spearman + value: 85.34806059461808 + - type: main_score + value: 84.9467188157614 + - type: manhattan_pearson + value: 87.15224666107623 + - type: manhattan_spearman + value: 85.34596898699708 + - type: pearson + value: 87.22891405215968 + - type: spearman + value: 84.9467188157614 + task: + type: STS + - dataset: + config: default + name: MTEB STS15 (default) + revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3 + split: test + type: mteb/sts15-sts + metrics: + - type: cosine_pearson + value: 88.14066430111033 + - type: cosine_spearman + value: 89.31337445552545 + - type: euclidean_pearson + value: 89.08039335366983 + - type: euclidean_spearman + value: 89.6658762856415 + - type: main_score + value: 89.31337445552545 + - type: manhattan_pearson + value: 89.08057438154486 + - type: manhattan_spearman + value: 89.68673984203022 + - type: pearson + value: 88.14066430111033 + - type: spearman + value: 89.31337445552545 + task: + type: STS + - dataset: + config: default + name: MTEB STS16 (default) + revision: 4d8694f8f0e0100860b497b999b3dbed754a0513 + split: test + type: mteb/sts16-sts + metrics: + - type: cosine_pearson + value: 85.14908856657084 + - type: cosine_spearman + value: 86.84648320786727 + - type: euclidean_pearson + value: 86.11454713131947 + - type: euclidean_spearman + value: 86.77738862047961 + - type: main_score + value: 86.84648320786727 + - type: manhattan_pearson + value: 86.07804821916372 + - type: manhattan_spearman + value: 86.78676064310474 + - type: pearson + value: 85.14908856657084 + - type: spearman + value: 86.84648320786727 + task: + type: STS + - dataset: + config: en-en + name: MTEB STS17 (en-en) + revision: faeb762787bd10488a50c8b5be4a3b82e411949c + split: test + type: mteb/sts17-crosslingual-sts + metrics: + - type: cosine_pearson + value: 89.61633502468356 + - type: cosine_spearman + value: 89.99772663224805 + - type: euclidean_pearson + value: 90.14056501501044 + - type: euclidean_spearman + value: 90.04496896837503 + - type: main_score + value: 89.99772663224805 + - type: manhattan_pearson + value: 90.08964860311801 + - type: manhattan_spearman + value: 90.00091712362196 + - type: pearson + value: 89.61633502468356 + - type: spearman + value: 89.99772663224805 + task: + type: STS + - dataset: + config: es-en + name: MTEB STS17 (es-en) + revision: faeb762787bd10488a50c8b5be4a3b82e411949c + split: test + type: mteb/sts17-crosslingual-sts + metrics: + - type: cosine_pearson + value: 86.44548026840202 + - type: cosine_spearman + value: 87.26263108768539 + - type: euclidean_pearson + value: 86.42844593583838 + - type: euclidean_spearman + value: 86.89388428664364 + - type: main_score + value: 87.26263108768539 + - type: manhattan_pearson + value: 86.47186940800881 + - type: manhattan_spearman + value: 87.02163091089946 + - type: pearson + value: 86.44548026840202 + - type: spearman + value: 87.26263108768539 + task: + type: STS + - dataset: + config: en-de + name: MTEB STS17 (en-de) + revision: faeb762787bd10488a50c8b5be4a3b82e411949c + split: test + type: mteb/sts17-crosslingual-sts + metrics: + - type: cosine_pearson + value: 87.89345132532758 + - type: cosine_spearman + value: 87.96246221327699 + - type: euclidean_pearson + value: 88.49013032701419 + - type: euclidean_spearman + value: 87.81981265317344 + - type: main_score + value: 87.96246221327699 + - type: manhattan_pearson + value: 88.31360914178538 + - type: manhattan_spearman + value: 87.62734530005075 + - type: pearson + value: 87.89345132532758 + - type: spearman + value: 87.96246221327699 + task: + type: STS + - dataset: + config: es-es + name: MTEB STS17 (es-es) + revision: faeb762787bd10488a50c8b5be4a3b82e411949c + split: test + type: mteb/sts17-crosslingual-sts + metrics: + - type: cosine_pearson + value: 88.4084678497171 + - type: cosine_spearman + value: 88.77640638748285 + - type: euclidean_pearson + value: 89.60124312475843 + - type: euclidean_spearman + value: 88.4321442688528 + - type: main_score + value: 88.77640638748285 + - type: manhattan_pearson + value: 89.62375118021299 + - type: manhattan_spearman + value: 88.46998118661577 + - type: pearson + value: 88.4084678497171 + - type: spearman + value: 88.77640638748285 + task: + type: STS + - dataset: + config: fr-en + name: MTEB STS17 (fr-en) + revision: faeb762787bd10488a50c8b5be4a3b82e411949c + split: test + type: mteb/sts17-crosslingual-sts + metrics: + - type: cosine_pearson + value: 87.30688801326498 + - type: cosine_spearman + value: 87.55684697258378 + - type: euclidean_pearson + value: 87.89672951056794 + - type: euclidean_spearman + value: 87.28050429201674 + - type: main_score + value: 87.55684697258378 + - type: manhattan_pearson + value: 87.74292745320572 + - type: manhattan_spearman + value: 87.16383993876582 + - type: pearson + value: 87.30688801326498 + - type: spearman + value: 87.55684697258378 + task: + type: STS + - dataset: + config: zh-en + name: MTEB STS22 (zh-en) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 73.46180375170147 + - type: cosine_spearman + value: 73.39559590127081 + - type: euclidean_pearson + value: 73.72613901293681 + - type: euclidean_spearman + value: 71.85465165176795 + - type: main_score + value: 73.39559590127081 + - type: manhattan_pearson + value: 73.07859140869076 + - type: manhattan_spearman + value: 71.22047343718893 + - type: pearson + value: 73.46180375170147 + - type: spearman + value: 73.39559590127081 + task: + type: STS + - dataset: + config: zh + name: MTEB STS22 (zh) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 62.47531620842637 + - type: cosine_spearman + value: 66.22504667157702 + - type: euclidean_pearson + value: 66.76201254783692 + - type: euclidean_spearman + value: 66.86115760269463 + - type: main_score + value: 66.22504667157702 + - type: manhattan_pearson + value: 66.73847836793489 + - type: manhattan_spearman + value: 66.7677116377695 + - type: pearson + value: 62.47531620842637 + - type: spearman + value: 66.22504667157702 + task: + type: STS + - dataset: + config: es + name: MTEB STS22 (es) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 69.89707002436481 + - type: cosine_spearman + value: 72.2054865735116 + - type: euclidean_pearson + value: 71.81856615570756 + - type: euclidean_spearman + value: 72.72593304629407 + - type: main_score + value: 72.2054865735116 + - type: manhattan_pearson + value: 72.00362684700072 + - type: manhattan_spearman + value: 72.62783534769964 + - type: pearson + value: 69.89707002436481 + - type: spearman + value: 72.2054865735116 + task: + type: STS + - dataset: + config: fr + name: MTEB STS22 (fr) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 81.59623734395916 + - type: cosine_spearman + value: 83.28946105111358 + - type: euclidean_pearson + value: 79.377330171466 + - type: euclidean_spearman + value: 81.81029781662205 + - type: main_score + value: 83.28946105111358 + - type: manhattan_pearson + value: 78.96970881689698 + - type: manhattan_spearman + value: 81.91773236079703 + - type: pearson + value: 81.59623734395916 + - type: spearman + value: 83.28946105111358 + task: + type: STS + - dataset: + config: de-fr + name: MTEB STS22 (de-fr) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 55.03825643126142 + - type: cosine_spearman + value: 58.25792501780429 + - type: euclidean_pearson + value: 50.38007603973409 + - type: euclidean_spearman + value: 59.39961789383097 + - type: main_score + value: 58.25792501780429 + - type: manhattan_pearson + value: 50.518568927999155 + - type: manhattan_spearman + value: 59.84185466003894 + - type: pearson + value: 55.03825643126142 + - type: spearman + value: 58.25792501780429 + task: + type: STS + - dataset: + config: pl-en + name: MTEB STS22 (pl-en) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 77.77233721490776 + - type: cosine_spearman + value: 76.17596588017625 + - type: euclidean_pearson + value: 74.47600468156611 + - type: euclidean_spearman + value: 72.61278728057012 + - type: main_score + value: 76.17596588017625 + - type: manhattan_pearson + value: 74.48118910099699 + - type: manhattan_spearman + value: 73.33167419101696 + - type: pearson + value: 77.77233721490776 + - type: spearman + value: 76.17596588017625 + task: + type: STS + - dataset: + config: pl + name: MTEB STS22 (pl) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 42.87453608131507 + - type: cosine_spearman + value: 45.137849894401185 + - type: euclidean_pearson + value: 31.66964197694796 + - type: euclidean_spearman + value: 44.1014900837869 + - type: main_score + value: 45.137849894401185 + - type: manhattan_pearson + value: 31.007199259384745 + - type: manhattan_spearman + value: 43.48181523288926 + - type: pearson + value: 42.87453608131507 + - type: spearman + value: 45.137849894401185 + task: + type: STS + - dataset: + config: en + name: MTEB STS22 (en) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 66.87400150638176 + - type: cosine_spearman + value: 67.27861354834066 + - type: euclidean_pearson + value: 66.81789582140216 + - type: euclidean_spearman + value: 66.44220479858708 + - type: main_score + value: 67.27861354834066 + - type: manhattan_pearson + value: 66.92509859033235 + - type: manhattan_spearman + value: 66.46841124185076 + - type: pearson + value: 66.87400150638176 + - type: spearman + value: 67.27861354834066 + task: + type: STS + - dataset: + config: ru + name: MTEB STS22 (ru) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 61.819804551576084 + - type: cosine_spearman + value: 65.0864146772135 + - type: euclidean_pearson + value: 62.518151090361876 + - type: euclidean_spearman + value: 65.13608138548017 + - type: main_score + value: 65.0864146772135 + - type: manhattan_pearson + value: 62.51413246915267 + - type: manhattan_spearman + value: 65.19077543064323 + - type: pearson + value: 61.819804551576084 + - type: spearman + value: 65.0864146772135 + task: + type: STS + - dataset: + config: de + name: MTEB STS22 (de) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 54.85728696035389 + - type: cosine_spearman + value: 61.60906359227576 + - type: euclidean_pearson + value: 52.57582587901851 + - type: euclidean_spearman + value: 61.41823097598308 + - type: main_score + value: 61.60906359227576 + - type: manhattan_pearson + value: 52.500978361080506 + - type: manhattan_spearman + value: 61.30365596659758 + - type: pearson + value: 54.85728696035389 + - type: spearman + value: 61.60906359227576 + task: + type: STS + - dataset: + config: fr-pl + name: MTEB STS22 (fr-pl) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 67.68016005631422 + - type: cosine_spearman + value: 84.51542547285167 + - type: euclidean_pearson + value: 66.19871164667245 + - type: euclidean_spearman + value: 73.24670207647144 + - type: main_score + value: 84.51542547285167 + - type: manhattan_pearson + value: 67.0443525268974 + - type: manhattan_spearman + value: 73.24670207647144 + - type: pearson + value: 67.68016005631422 + - type: spearman + value: 84.51542547285167 + task: + type: STS + - dataset: + config: de-pl + name: MTEB STS22 (de-pl) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 47.49467414030747 + - type: cosine_spearman + value: 56.81512095681289 + - type: euclidean_pearson + value: 48.42860221765214 + - type: euclidean_spearman + value: 58.63197306329092 + - type: main_score + value: 56.81512095681289 + - type: manhattan_pearson + value: 48.39594959260441 + - type: manhattan_spearman + value: 58.63197306329092 + - type: pearson + value: 47.49467414030747 + - type: spearman + value: 56.81512095681289 + task: + type: STS + - dataset: + config: es-en + name: MTEB STS22 (es-en) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 76.8364678896155 + - type: cosine_spearman + value: 78.45516413087114 + - type: euclidean_pearson + value: 78.62779318576634 + - type: euclidean_spearman + value: 78.88760695649488 + - type: main_score + value: 78.45516413087114 + - type: manhattan_pearson + value: 78.62131335760031 + - type: manhattan_spearman + value: 78.81861844200388 + - type: pearson + value: 76.8364678896155 + - type: spearman + value: 78.45516413087114 + task: + type: STS + - dataset: + config: de-en + name: MTEB STS22 (de-en) + revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3 + split: test + type: mteb/sts22-crosslingual-sts + metrics: + - type: cosine_pearson + value: 65.16640313911604 + - type: cosine_spearman + value: 60.887608967403914 + - type: euclidean_pearson + value: 67.49902244990913 + - type: euclidean_spearman + value: 59.2458787136538 + - type: main_score + value: 60.887608967403914 + - type: manhattan_pearson + value: 67.34313506388378 + - type: manhattan_spearman + value: 59.05283429200166 + - type: pearson + value: 65.16640313911604 + - type: spearman + value: 60.887608967403914 + task: + type: STS + - dataset: + config: default + name: MTEB STSB (default) + revision: 0cde68302b3541bb8b3c340dc0644b0b745b3dc0 + split: test + type: C-MTEB/STSB + metrics: + - type: cosine_pearson + value: 81.5092853013241 + - type: cosine_spearman + value: 83.54005474244292 + - type: euclidean_pearson + value: 83.7246578378554 + - type: euclidean_spearman + value: 84.46767551087716 + - type: main_score + value: 83.54005474244292 + - type: manhattan_pearson + value: 83.65922665594636 + - type: manhattan_spearman + value: 84.42431449101848 + - type: pearson + value: 81.5092853013241 + - type: spearman + value: 83.54005474244292 + task: + type: STS + - dataset: + config: default + name: MTEB STSBenchmark (default) + revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831 + split: test + type: mteb/stsbenchmark-sts + metrics: + - type: cosine_pearson + value: 87.70246866744966 + - type: cosine_spearman + value: 89.44070045346106 + - type: euclidean_pearson + value: 89.56956519641007 + - type: euclidean_spearman + value: 89.95830112784283 + - type: main_score + value: 89.44070045346106 + - type: manhattan_pearson + value: 89.48264471425145 + - type: manhattan_spearman + value: 89.87900732483114 + - type: pearson + value: 87.70246866744966 + - type: spearman + value: 89.44070045346106 + task: + type: STS + - dataset: + config: de + name: MTEB STSBenchmarkMultilingualSTS (de) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 86.83701990805217 + - type: cosine_spearman + value: 87.80280785492258 + - type: euclidean_pearson + value: 87.77325330043514 + - type: euclidean_spearman + value: 88.3564607283144 + - type: main_score + value: 87.80280785492258 + - type: manhattan_pearson + value: 87.6745449945946 + - type: manhattan_spearman + value: 88.30660465978795 + - type: pearson + value: 86.83701990805217 + - type: spearman + value: 87.80280785492258 + task: + type: STS + - dataset: + config: zh + name: MTEB STSBenchmarkMultilingualSTS (zh) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 84.27751020600267 + - type: cosine_spearman + value: 85.63500407412486 + - type: euclidean_pearson + value: 85.21829891649696 + - type: euclidean_spearman + value: 85.9384575715382 + - type: main_score + value: 85.63500407412486 + - type: manhattan_pearson + value: 85.10797194089801 + - type: manhattan_spearman + value: 85.8770162042784 + - type: pearson + value: 84.27751020600267 + - type: spearman + value: 85.63500407412486 + task: + type: STS + - dataset: + config: fr + name: MTEB STSBenchmarkMultilingualSTS (fr) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 86.56833656723254 + - type: cosine_spearman + value: 87.4393978501382 + - type: euclidean_pearson + value: 87.45171512751267 + - type: euclidean_spearman + value: 88.13106516566947 + - type: main_score + value: 87.4393978501382 + - type: manhattan_pearson + value: 87.33010961793333 + - type: manhattan_spearman + value: 88.06707425102182 + - type: pearson + value: 86.56833656723254 + - type: spearman + value: 87.4393978501382 + task: + type: STS + - dataset: + config: pl + name: MTEB STSBenchmarkMultilingualSTS (pl) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 85.45065540325523 + - type: cosine_spearman + value: 85.47881076789359 + - type: euclidean_pearson + value: 85.1999493863155 + - type: euclidean_spearman + value: 85.7874947669187 + - type: main_score + value: 85.47881076789359 + - type: manhattan_pearson + value: 85.06075305990376 + - type: manhattan_spearman + value: 85.71563015639558 + - type: pearson + value: 85.45065540325523 + - type: spearman + value: 85.47881076789359 + task: + type: STS + - dataset: + config: es + name: MTEB STSBenchmarkMultilingualSTS (es) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 87.11952824079832 + - type: cosine_spearman + value: 87.9643473573153 + - type: euclidean_pearson + value: 88.11750364639971 + - type: euclidean_spearman + value: 88.63695109016498 + - type: main_score + value: 87.9643473573153 + - type: manhattan_pearson + value: 88.00294453126699 + - type: manhattan_spearman + value: 88.53750241758391 + - type: pearson + value: 87.11952824079832 + - type: spearman + value: 87.9643473573153 + task: + type: STS + - dataset: + config: ru + name: MTEB STSBenchmarkMultilingualSTS (ru) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 85.99804354414991 + - type: cosine_spearman + value: 86.30252111551002 + - type: euclidean_pearson + value: 86.1880652037762 + - type: euclidean_spearman + value: 86.69556223944502 + - type: main_score + value: 86.30252111551002 + - type: manhattan_pearson + value: 86.0736400320898 + - type: manhattan_spearman + value: 86.61747927593393 + - type: pearson + value: 85.99804354414991 + - type: spearman + value: 86.30252111551002 + task: + type: STS + - dataset: + config: en + name: MTEB STSBenchmarkMultilingualSTS (en) + revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c + split: test + type: mteb/stsb_multi_mt + metrics: + - type: cosine_pearson + value: 87.70246861738103 + - type: cosine_spearman + value: 89.44070045346106 + - type: euclidean_pearson + value: 89.56956518833663 + - type: euclidean_spearman + value: 89.95830112784283 + - type: main_score + value: 89.44070045346106 + - type: manhattan_pearson + value: 89.48264470792915 + - type: manhattan_spearman + value: 89.87900732483114 + - type: pearson + value: 87.70246861738103 + - type: spearman + value: 89.44070045346106 + task: + type: STS + - dataset: + config: default + name: MTEB SciDocsRR (default) + revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab + split: test + type: mteb/scidocs-reranking + metrics: + - type: map + value: 84.88064122814694 + - type: mrr + value: 95.84832651009123 + - type: main_score + value: 84.88064122814694 + task: + type: Reranking + - dataset: + config: default + name: MTEB SciFact (default) + revision: 0228b52cf27578f30900b9e5271d331663a030d7 + split: test + type: mteb/scifact + metrics: + - type: map_at_1 + value: 57.289 + - type: map_at_10 + value: 67.88499999999999 + - type: map_at_100 + value: 68.477 + - type: map_at_1000 + value: 68.50500000000001 + - type: map_at_20 + value: 68.33500000000001 + - type: map_at_3 + value: 65.08 + - type: map_at_5 + value: 67.001 + - type: mrr_at_1 + value: 59.667 + - type: mrr_at_10 + value: 68.626 + - type: mrr_at_100 + value: 69.082 + - type: mrr_at_1000 + value: 69.108 + - type: mrr_at_20 + value: 68.958 + - type: mrr_at_3 + value: 66.667 + - type: mrr_at_5 + value: 67.983 + - type: ndcg_at_1 + value: 59.667 + - type: ndcg_at_10 + value: 72.309 + - type: ndcg_at_100 + value: 74.58399999999999 + - type: ndcg_at_1000 + value: 75.25500000000001 + - type: ndcg_at_20 + value: 73.656 + - type: ndcg_at_3 + value: 67.791 + - type: ndcg_at_5 + value: 70.45 + - type: precision_at_1 + value: 59.667 + - type: precision_at_10 + value: 9.567 + - type: precision_at_100 + value: 1.073 + - type: precision_at_1000 + value: 0.11299999999999999 + - type: precision_at_20 + value: 5.083 + - type: precision_at_3 + value: 26.333000000000002 + - type: precision_at_5 + value: 17.666999999999998 + - type: recall_at_1 + value: 57.289 + - type: recall_at_10 + value: 84.756 + - type: recall_at_100 + value: 94.5 + - type: recall_at_1000 + value: 99.667 + - type: recall_at_20 + value: 89.7 + - type: recall_at_3 + value: 73.22800000000001 + - type: recall_at_5 + value: 79.444 + - type: main_score + value: 72.309 + task: + type: Retrieval + - dataset: + config: default + name: MTEB SpanishNewsClusteringP2P (default) + revision: bf8ca8ddc5b7da4f7004720ddf99bbe0483480e6 + split: test + type: jinaai/spanish_news_clustering + metrics: + - type: main_score + value: 45.04477709795154 + - type: v_measure + value: 45.04477709795154 + - type: v_measure_std + value: 0.0 + task: + type: Clustering + - dataset: + config: default + name: MTEB SpanishPassageRetrievalS2S (default) + revision: 9cddf2ce5209ade52c2115ccfa00eb22c6d3a837 + split: test + type: jinaai/spanish_passage_retrieval + metrics: + - type: main_score + value: 69.83 + - type: map_at_1 + value: 15.736 + - type: map_at_10 + value: 52.027 + - type: map_at_100 + value: 65.08800000000001 + - type: map_at_1000 + value: 65.08800000000001 + - type: map_at_20 + value: 60.79900000000001 + - type: map_at_3 + value: 32.869 + - type: map_at_5 + value: 41.436 + - type: mrr_at_1 + value: 75.44910179640718 + - type: mrr_at_10 + value: 84.43446440452426 + - type: mrr_at_100 + value: 84.48052612723271 + - type: mrr_at_1000 + value: 84.48052612723271 + - type: mrr_at_20 + value: 84.48052612723271 + - type: mrr_at_3 + value: 83.13373253493013 + - type: mrr_at_5 + value: 84.3013972055888 + - type: nauc_map_at_1000_diff1 + value: 50.611540149694356 + - type: nauc_map_at_1000_max + value: 2.1102430434260238 + - type: nauc_map_at_1000_std + value: -18.88993521335793 + - type: nauc_map_at_100_diff1 + value: 50.611540149694356 + - type: nauc_map_at_100_max + value: 2.1102430434260238 + - type: nauc_map_at_100_std + value: -18.88993521335793 + - type: nauc_map_at_10_diff1 + value: 59.13518981755268 + - type: nauc_map_at_10_max + value: -9.810386627392807 + - type: nauc_map_at_10_std + value: -38.31810152345078 + - type: nauc_map_at_1_diff1 + value: 74.96782567287174 + - type: nauc_map_at_1_max + value: -29.648279252607875 + - type: nauc_map_at_1_std + value: -54.017459339141595 + - type: nauc_map_at_20_diff1 + value: 55.26694458629849 + - type: nauc_map_at_20_max + value: -1.9490244535020729 + - type: nauc_map_at_20_std + value: -25.22211659104076 + - type: nauc_map_at_3_diff1 + value: 71.67607885031732 + - type: nauc_map_at_3_max + value: -25.078101661694507 + - type: nauc_map_at_3_std + value: -50.55408861920259 + - type: nauc_map_at_5_diff1 + value: 61.50111515417668 + - type: nauc_map_at_5_max + value: -16.4114670513168 + - type: nauc_map_at_5_std + value: -44.391416134859135 + - type: nauc_mrr_at_1000_diff1 + value: 74.18848063283234 + - type: nauc_mrr_at_1000_max + value: 21.929205946778005 + - type: nauc_mrr_at_1000_std + value: -36.27399268489433 + - type: nauc_mrr_at_100_diff1 + value: 74.18848063283234 + - type: nauc_mrr_at_100_max + value: 21.929205946778005 + - type: nauc_mrr_at_100_std + value: -36.27399268489433 + - type: nauc_mrr_at_10_diff1 + value: 74.27231582268745 + - type: nauc_mrr_at_10_max + value: 21.481133301135337 + - type: nauc_mrr_at_10_std + value: -36.72070854872902 + - type: nauc_mrr_at_1_diff1 + value: 76.54855950439561 + - type: nauc_mrr_at_1_max + value: 26.99938321212366 + - type: nauc_mrr_at_1_std + value: -33.098742603429635 + - type: nauc_mrr_at_20_diff1 + value: 74.18848063283234 + - type: nauc_mrr_at_20_max + value: 21.929205946778005 + - type: nauc_mrr_at_20_std + value: -36.27399268489433 + - type: nauc_mrr_at_3_diff1 + value: 72.05379526740143 + - type: nauc_mrr_at_3_max + value: 18.875831185752528 + - type: nauc_mrr_at_3_std + value: -37.27302006456391 + - type: nauc_mrr_at_5_diff1 + value: 74.25342356682029 + - type: nauc_mrr_at_5_max + value: 20.756340085088738 + - type: nauc_mrr_at_5_std + value: -37.99507208540703 + - type: nauc_ndcg_at_1000_diff1 + value: 53.259363764380275 + - type: nauc_ndcg_at_1000_max + value: 12.936954959423218 + - type: nauc_ndcg_at_1000_std + value: -16.953898675672153 + - type: nauc_ndcg_at_100_diff1 + value: 53.259363764380275 + - type: nauc_ndcg_at_100_max + value: 12.936954959423218 + - type: nauc_ndcg_at_100_std + value: -16.953898675672153 + - type: nauc_ndcg_at_10_diff1 + value: 53.70942345413554 + - type: nauc_ndcg_at_10_max + value: -3.8465093347016186 + - type: nauc_ndcg_at_10_std + value: -31.208127919994755 + - type: nauc_ndcg_at_1_diff1 + value: 75.30551289259554 + - type: nauc_ndcg_at_1_max + value: 25.53292054129834 + - type: nauc_ndcg_at_1_std + value: -33.285498788395145 + - type: nauc_ndcg_at_20_diff1 + value: 57.62409278278133 + - type: nauc_ndcg_at_20_max + value: 2.8040586426056233 + - type: nauc_ndcg_at_20_std + value: -26.270875776221704 + - type: nauc_ndcg_at_3_diff1 + value: 48.42294834754225 + - type: nauc_ndcg_at_3_max + value: 16.912467881065822 + - type: nauc_ndcg_at_3_std + value: -13.324841189277873 + - type: nauc_ndcg_at_5_diff1 + value: 47.512819802794596 + - type: nauc_ndcg_at_5_max + value: 14.645518203506594 + - type: nauc_ndcg_at_5_std + value: -17.641450435599275 + - type: nauc_precision_at_1000_diff1 + value: -34.43320975829637 + - type: nauc_precision_at_1000_max + value: 29.08585622578186 + - type: nauc_precision_at_1000_std + value: 46.55117940162061 + - type: nauc_precision_at_100_diff1 + value: -34.433209758296364 + - type: nauc_precision_at_100_max + value: 29.085856225781885 + - type: nauc_precision_at_100_std + value: 46.55117940162065 + - type: nauc_precision_at_10_diff1 + value: -21.895306304096902 + - type: nauc_precision_at_10_max + value: 33.190476527593745 + - type: nauc_precision_at_10_std + value: 37.64916268614298 + - type: nauc_precision_at_1_diff1 + value: 75.30551289259554 + - type: nauc_precision_at_1_max + value: 25.53292054129834 + - type: nauc_precision_at_1_std + value: -33.285498788395145 + - type: nauc_precision_at_20_diff1 + value: -27.63076748060466 + - type: nauc_precision_at_20_max + value: 30.689810416086154 + - type: nauc_precision_at_20_std + value: 46.164191636131626 + - type: nauc_precision_at_3_diff1 + value: 20.547345067837288 + - type: nauc_precision_at_3_max + value: 26.177050942827528 + - type: nauc_precision_at_3_std + value: 5.960466052973099 + - type: nauc_precision_at_5_diff1 + value: -8.928755534002669 + - type: nauc_precision_at_5_max + value: 40.83262650073459 + - type: nauc_precision_at_5_std + value: 26.158537031161494 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: .nan + - type: nauc_recall_at_100_max + value: .nan + - type: nauc_recall_at_100_std + value: .nan + - type: nauc_recall_at_10_diff1 + value: 53.08654386169444 + - type: nauc_recall_at_10_max + value: -23.276269379519356 + - type: nauc_recall_at_10_std + value: -50.80707792706157 + - type: nauc_recall_at_1_diff1 + value: 74.96782567287174 + - type: nauc_recall_at_1_max + value: -29.648279252607875 + - type: nauc_recall_at_1_std + value: -54.017459339141595 + - type: nauc_recall_at_20_diff1 + value: 51.60121897059633 + - type: nauc_recall_at_20_max + value: -14.241779530735387 + - type: nauc_recall_at_20_std + value: -37.877451525215456 + - type: nauc_recall_at_3_diff1 + value: 66.99474984329694 + - type: nauc_recall_at_3_max + value: -30.802787353187966 + - type: nauc_recall_at_3_std + value: -53.58737792129713 + - type: nauc_recall_at_5_diff1 + value: 54.64214444958567 + - type: nauc_recall_at_5_max + value: -23.341309362104703 + - type: nauc_recall_at_5_std + value: -51.381363923145265 + - type: ndcg_at_1 + value: 76.048 + - type: ndcg_at_10 + value: 69.83 + - type: ndcg_at_100 + value: 82.11500000000001 + - type: ndcg_at_1000 + value: 82.11500000000001 + - type: ndcg_at_20 + value: 75.995 + - type: ndcg_at_3 + value: 69.587 + - type: ndcg_at_5 + value: 69.062 + - type: precision_at_1 + value: 76.048 + - type: precision_at_10 + value: 43.653 + - type: precision_at_100 + value: 7.718999999999999 + - type: precision_at_1000 + value: 0.772 + - type: precision_at_20 + value: 31.108000000000004 + - type: precision_at_3 + value: 63.87199999999999 + - type: precision_at_5 + value: 56.407 + - type: recall_at_1 + value: 15.736 + - type: recall_at_10 + value: 66.873 + - type: recall_at_100 + value: 100.0 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 85.01100000000001 + - type: recall_at_3 + value: 36.441 + - type: recall_at_5 + value: 49.109 + task: + type: Retrieval + - dataset: + config: default + name: MTEB SprintDuplicateQuestions (default) + revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46 + split: test + type: mteb/sprintduplicatequestions-pairclassification + metrics: + - type: cosine_accuracy + value: 99.87326732673267 + - type: cosine_accuracy_threshold + value: 86.0752820968628 + - type: cosine_ap + value: 96.98758090713252 + - type: cosine_f1 + value: 93.52881698685542 + - type: cosine_f1_threshold + value: 86.0752820968628 + - type: cosine_precision + value: 94.58077709611452 + - type: cosine_recall + value: 92.5 + - type: dot_accuracy + value: 99.82574257425742 + - type: dot_accuracy_threshold + value: 40484.73815917969 + - type: dot_ap + value: 95.68959907254845 + - type: dot_f1 + value: 91.31293188548865 + - type: dot_f1_threshold + value: 40336.810302734375 + - type: dot_precision + value: 90.15594541910332 + - type: dot_recall + value: 92.5 + - type: euclidean_accuracy + value: 99.87128712871286 + - type: euclidean_accuracy_threshold + value: 1162.5749588012695 + - type: euclidean_ap + value: 96.92640435656577 + - type: euclidean_f1 + value: 93.4475806451613 + - type: euclidean_f1_threshold + value: 1162.5749588012695 + - type: euclidean_precision + value: 94.20731707317073 + - type: euclidean_recall + value: 92.7 + - type: main_score + value: 96.98758090713252 + - type: manhattan_accuracy + value: 99.86930693069307 + - type: manhattan_accuracy_threshold + value: 28348.71826171875 + - type: manhattan_ap + value: 96.93832673967925 + - type: manhattan_f1 + value: 93.33333333333333 + - type: manhattan_f1_threshold + value: 28348.71826171875 + - type: manhattan_precision + value: 94.28571428571428 + - type: manhattan_recall + value: 92.4 + - type: max_accuracy + value: 99.87326732673267 + - type: max_ap + value: 96.98758090713252 + - type: max_f1 + value: 93.52881698685542 + - type: max_precision + value: 94.58077709611452 + - type: max_recall + value: 92.7 + - type: similarity_accuracy + value: 99.87326732673267 + - type: similarity_accuracy_threshold + value: 86.0752820968628 + - type: similarity_ap + value: 96.98758090713252 + - type: similarity_f1 + value: 93.52881698685542 + - type: similarity_f1_threshold + value: 86.0752820968628 + - type: similarity_precision + value: 94.58077709611452 + - type: similarity_recall + value: 92.5 + task: + type: PairClassification + - dataset: + config: default + name: MTEB StackExchangeClustering (default) + revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259 + split: test + type: mteb/stackexchange-clustering + metrics: + - type: main_score + value: 65.6560129719848 + - type: v_measure + value: 65.6560129719848 + - type: v_measure_std + value: 4.781229811487539 + task: + type: Clustering + - dataset: + config: default + name: MTEB StackExchangeClusteringP2P (default) + revision: 815ca46b2622cec33ccafc3735d572c266efdb44 + split: test + type: mteb/stackexchange-clustering-p2p + metrics: + - type: main_score + value: 35.07546243853692 + - type: v_measure + value: 35.07546243853692 + - type: v_measure_std + value: 1.1978740356240998 + task: + type: Clustering + - dataset: + config: default + name: MTEB StackOverflowDupQuestions (default) + revision: e185fbe320c72810689fc5848eb6114e1ef5ec69 + split: test + type: mteb/stackoverflowdupquestions-reranking + metrics: + - type: map + value: 51.771005199508835 + - type: mrr + value: 52.65443298531534 + - type: main_score + value: 51.771005199508835 + task: + type: Reranking + - dataset: + config: default + name: MTEB SummEval (default) + revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c + split: test + type: mteb/summeval + metrics: + - type: cosine_pearson + value: 29.48686238342228 + - type: cosine_spearman + value: 29.706543509170054 + - type: dot_pearson + value: 27.95853155597859 + - type: dot_spearman + value: 27.604287986935162 + - type: main_score + value: 29.706543509170054 + - type: pearson + value: 29.48686238342228 + - type: spearman + value: 29.706543509170054 + task: + type: Summarization + - dataset: + config: default + name: MTEB SummEvalFr (default) + revision: b385812de6a9577b6f4d0f88c6a6e35395a94054 + split: test + type: lyon-nlp/summarization-summeval-fr-p2p + metrics: + - type: cosine_pearson + value: 31.551301434917868 + - type: cosine_spearman + value: 30.709049789175186 + - type: dot_pearson + value: 27.77050901756549 + - type: dot_spearman + value: 26.715505953561795 + - type: main_score + value: 30.709049789175186 + - type: pearson + value: 31.551301434917868 + - type: spearman + value: 30.709049789175186 + task: + type: Summarization + - dataset: + config: default + name: MTEB SyntecReranking (default) + revision: b205c5084a0934ce8af14338bf03feb19499c84d + split: test + type: lyon-nlp/mteb-fr-reranking-syntec-s2p + metrics: + - type: map + value: 73.31666666666666 + - type: mrr + value: 73.31666666666666 + - type: main_score + value: 73.31666666666666 + task: + type: Reranking + - dataset: + config: default + name: MTEB SyntecRetrieval (default) + revision: 19661ccdca4dfc2d15122d776b61685f48c68ca9 + split: test + type: lyon-nlp/mteb-fr-retrieval-syntec-s2p + metrics: + - type: main_score + value: 83.851 + - type: map_at_1 + value: 68.0 + - type: map_at_10 + value: 79.187 + - type: map_at_100 + value: 79.32900000000001 + - type: map_at_1000 + value: 79.32900000000001 + - type: map_at_20 + value: 79.32900000000001 + - type: map_at_3 + value: 77.333 + - type: map_at_5 + value: 78.93299999999999 + - type: mrr_at_1 + value: 68.0 + - type: mrr_at_10 + value: 79.18730158730159 + - type: mrr_at_100 + value: 79.32945845004669 + - type: mrr_at_1000 + value: 79.32945845004669 + - type: mrr_at_20 + value: 79.32945845004669 + - type: mrr_at_3 + value: 77.33333333333333 + - type: mrr_at_5 + value: 78.93333333333332 + - type: nauc_map_at_1000_diff1 + value: 63.31103256935259 + - type: nauc_map_at_1000_max + value: 11.073749121365623 + - type: nauc_map_at_1000_std + value: 7.4973309839738 + - type: nauc_map_at_100_diff1 + value: 63.31103256935259 + - type: nauc_map_at_100_max + value: 11.073749121365623 + - type: nauc_map_at_100_std + value: 7.4973309839738 + - type: nauc_map_at_10_diff1 + value: 62.91585737195978 + - type: nauc_map_at_10_max + value: 11.770664508983133 + - type: nauc_map_at_10_std + value: 8.179883948527962 + - type: nauc_map_at_1_diff1 + value: 66.1236265634718 + - type: nauc_map_at_1_max + value: 7.000207311173955 + - type: nauc_map_at_1_std + value: 6.54412272821497 + - type: nauc_map_at_20_diff1 + value: 63.31103256935259 + - type: nauc_map_at_20_max + value: 11.073749121365623 + - type: nauc_map_at_20_std + value: 7.4973309839738 + - type: nauc_map_at_3_diff1 + value: 62.14039574010254 + - type: nauc_map_at_3_max + value: 11.06996398110187 + - type: nauc_map_at_3_std + value: 7.288759297085769 + - type: nauc_map_at_5_diff1 + value: 63.0401271126211 + - type: nauc_map_at_5_max + value: 10.779317801858609 + - type: nauc_map_at_5_std + value: 6.476660484760681 + - type: nauc_mrr_at_1000_diff1 + value: 63.31103256935259 + - type: nauc_mrr_at_1000_max + value: 11.073749121365623 + - type: nauc_mrr_at_1000_std + value: 7.4973309839738 + - type: nauc_mrr_at_100_diff1 + value: 63.31103256935259 + - type: nauc_mrr_at_100_max + value: 11.073749121365623 + - type: nauc_mrr_at_100_std + value: 7.4973309839738 + - type: nauc_mrr_at_10_diff1 + value: 62.91585737195978 + - type: nauc_mrr_at_10_max + value: 11.770664508983133 + - type: nauc_mrr_at_10_std + value: 8.179883948527962 + - type: nauc_mrr_at_1_diff1 + value: 66.1236265634718 + - type: nauc_mrr_at_1_max + value: 7.000207311173955 + - type: nauc_mrr_at_1_std + value: 6.54412272821497 + - type: nauc_mrr_at_20_diff1 + value: 63.31103256935259 + - type: nauc_mrr_at_20_max + value: 11.073749121365623 + - type: nauc_mrr_at_20_std + value: 7.4973309839738 + - type: nauc_mrr_at_3_diff1 + value: 62.14039574010254 + - type: nauc_mrr_at_3_max + value: 11.06996398110187 + - type: nauc_mrr_at_3_std + value: 7.288759297085769 + - type: nauc_mrr_at_5_diff1 + value: 63.0401271126211 + - type: nauc_mrr_at_5_max + value: 10.779317801858609 + - type: nauc_mrr_at_5_std + value: 6.476660484760681 + - type: nauc_ndcg_at_1000_diff1 + value: 62.9544299483241 + - type: nauc_ndcg_at_1000_max + value: 11.577079766964538 + - type: nauc_ndcg_at_1000_std + value: 7.703856790100716 + - type: nauc_ndcg_at_100_diff1 + value: 62.9544299483241 + - type: nauc_ndcg_at_100_max + value: 11.577079766964538 + - type: nauc_ndcg_at_100_std + value: 7.703856790100716 + - type: nauc_ndcg_at_10_diff1 + value: 61.29907952217381 + - type: nauc_ndcg_at_10_max + value: 14.760627422715425 + - type: nauc_ndcg_at_10_std + value: 10.805573898143368 + - type: nauc_ndcg_at_1_diff1 + value: 66.1236265634718 + - type: nauc_ndcg_at_1_max + value: 7.000207311173955 + - type: nauc_ndcg_at_1_std + value: 6.54412272821497 + - type: nauc_ndcg_at_20_diff1 + value: 62.9544299483241 + - type: nauc_ndcg_at_20_max + value: 11.577079766964538 + - type: nauc_ndcg_at_20_std + value: 7.703856790100716 + - type: nauc_ndcg_at_3_diff1 + value: 60.25643527856101 + - type: nauc_ndcg_at_3_max + value: 12.236302709487546 + - type: nauc_ndcg_at_3_std + value: 7.36883189112067 + - type: nauc_ndcg_at_5_diff1 + value: 61.65220590318238 + - type: nauc_ndcg_at_5_max + value: 11.39969101913945 + - type: nauc_ndcg_at_5_std + value: 5.406207922379402 + - type: nauc_precision_at_1000_diff1 + value: .nan + - type: nauc_precision_at_1000_max + value: .nan + - type: nauc_precision_at_1000_std + value: .nan + - type: nauc_precision_at_100_diff1 + value: .nan + - type: nauc_precision_at_100_max + value: .nan + - type: nauc_precision_at_100_std + value: .nan + - type: nauc_precision_at_10_diff1 + value: 19.14098972922579 + - type: nauc_precision_at_10_max + value: 100.0 + - type: nauc_precision_at_10_std + value: 93.46405228758135 + - type: nauc_precision_at_1_diff1 + value: 66.1236265634718 + - type: nauc_precision_at_1_max + value: 7.000207311173955 + - type: nauc_precision_at_1_std + value: 6.54412272821497 + - type: nauc_precision_at_20_diff1 + value: 100.0 + - type: nauc_precision_at_20_max + value: 100.0 + - type: nauc_precision_at_20_std + value: 100.0 + - type: nauc_precision_at_3_diff1 + value: 50.29636629155561 + - type: nauc_precision_at_3_max + value: 18.00532600292076 + - type: nauc_precision_at_3_std + value: 7.649686453053768 + - type: nauc_precision_at_5_diff1 + value: 43.522408963585356 + - type: nauc_precision_at_5_max + value: 16.923436041082983 + - type: nauc_precision_at_5_std + value: -10.854341736694092 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: .nan + - type: nauc_recall_at_100_max + value: .nan + - type: nauc_recall_at_100_std + value: .nan + - type: nauc_recall_at_10_diff1 + value: 19.1409897292252 + - type: nauc_recall_at_10_max + value: 100.0 + - type: nauc_recall_at_10_std + value: 93.46405228758134 + - type: nauc_recall_at_1_diff1 + value: 66.1236265634718 + - type: nauc_recall_at_1_max + value: 7.000207311173955 + - type: nauc_recall_at_1_std + value: 6.54412272821497 + - type: nauc_recall_at_20_diff1 + value: .nan + - type: nauc_recall_at_20_max + value: .nan + - type: nauc_recall_at_20_std + value: .nan + - type: nauc_recall_at_3_diff1 + value: 50.29636629155569 + - type: nauc_recall_at_3_max + value: 18.005326002920754 + - type: nauc_recall_at_3_std + value: 7.649686453053851 + - type: nauc_recall_at_5_diff1 + value: 43.5224089635856 + - type: nauc_recall_at_5_max + value: 16.92343604108335 + - type: nauc_recall_at_5_std + value: -10.854341736694499 + - type: ndcg_at_1 + value: 68.0 + - type: ndcg_at_10 + value: 83.851 + - type: ndcg_at_100 + value: 84.36099999999999 + - type: ndcg_at_1000 + value: 84.36099999999999 + - type: ndcg_at_20 + value: 84.36099999999999 + - type: ndcg_at_3 + value: 80.333 + - type: ndcg_at_5 + value: 83.21600000000001 + - type: precision_at_1 + value: 68.0 + - type: precision_at_10 + value: 9.8 + - type: precision_at_100 + value: 1.0 + - type: precision_at_1000 + value: 0.1 + - type: precision_at_20 + value: 5.0 + - type: precision_at_3 + value: 29.666999999999998 + - type: precision_at_5 + value: 19.2 + - type: recall_at_1 + value: 68.0 + - type: recall_at_10 + value: 98.0 + - type: recall_at_100 + value: 100.0 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 100.0 + - type: recall_at_3 + value: 89.0 + - type: recall_at_5 + value: 96.0 + task: + type: Retrieval + - dataset: + config: default + name: MTEB T2Reranking (default) + revision: 76631901a18387f85eaa53e5450019b87ad58ef9 + split: dev + type: C-MTEB/T2Reranking + metrics: + - type: map + value: 65.3088203970324 + - type: mrr + value: 74.79505862376546 + - type: main_score + value: 65.3088203970324 + task: + type: Reranking + - dataset: + config: default + name: MTEB T2Retrieval (default) + revision: 8731a845f1bf500a4f111cf1070785c793d10e64 + split: dev + type: C-MTEB/T2Retrieval + metrics: + - type: main_score + value: 83.163 + - type: map_at_1 + value: 26.875 + - type: map_at_10 + value: 75.454 + - type: map_at_100 + value: 79.036 + - type: map_at_1000 + value: 79.111 + - type: map_at_20 + value: 78.145 + - type: map_at_3 + value: 53.181 + - type: map_at_5 + value: 65.362 + - type: mrr_at_1 + value: 88.90057864281957 + - type: mrr_at_10 + value: 91.53186397301344 + - type: mrr_at_100 + value: 91.62809075510003 + - type: mrr_at_1000 + value: 91.63198173030787 + - type: mrr_at_20 + value: 91.59414668799909 + - type: mrr_at_3 + value: 91.0792565316499 + - type: mrr_at_5 + value: 91.35718043135199 + - type: nauc_map_at_1000_diff1 + value: 12.364843957982409 + - type: nauc_map_at_1000_max + value: 52.07043464458799 + - type: nauc_map_at_1000_std + value: 16.040095055100494 + - type: nauc_map_at_100_diff1 + value: 12.370621073823022 + - type: nauc_map_at_100_max + value: 51.960738727635636 + - type: nauc_map_at_100_std + value: 15.935832440430747 + - type: nauc_map_at_10_diff1 + value: 16.852819486606585 + - type: nauc_map_at_10_max + value: 40.11184760756059 + - type: nauc_map_at_10_std + value: 0.9306648364102376 + - type: nauc_map_at_1_diff1 + value: 52.87356542654683 + - type: nauc_map_at_1_max + value: -22.210039746171255 + - type: nauc_map_at_1_std + value: -38.11345358035342 + - type: nauc_map_at_20_diff1 + value: 13.045089059562837 + - type: nauc_map_at_20_max + value: 49.591383082160036 + - type: nauc_map_at_20_std + value: 12.54330050352008 + - type: nauc_map_at_3_diff1 + value: 38.08172234377615 + - type: nauc_map_at_3_max + value: -6.868621684867697 + - type: nauc_map_at_3_std + value: -35.4712388845996 + - type: nauc_map_at_5_diff1 + value: 29.665551705577474 + - type: nauc_map_at_5_max + value: 10.958628576519045 + - type: nauc_map_at_5_std + value: -25.113120842097057 + - type: nauc_mrr_at_1000_diff1 + value: 47.39372999496945 + - type: nauc_mrr_at_1000_max + value: 83.11274997493808 + - type: nauc_mrr_at_1000_std + value: 39.74195374546631 + - type: nauc_mrr_at_100_diff1 + value: 47.396678946057676 + - type: nauc_mrr_at_100_max + value: 83.1192584274415 + - type: nauc_mrr_at_100_std + value: 39.75840860374685 + - type: nauc_mrr_at_10_diff1 + value: 47.35365644138715 + - type: nauc_mrr_at_10_max + value: 83.189165639531 + - type: nauc_mrr_at_10_std + value: 39.83653157887758 + - type: nauc_mrr_at_1_diff1 + value: 47.98740362820094 + - type: nauc_mrr_at_1_max + value: 80.32340034580369 + - type: nauc_mrr_at_1_std + value: 34.57857131423388 + - type: nauc_mrr_at_20_diff1 + value: 47.399132055537194 + - type: nauc_mrr_at_20_max + value: 83.16329919869686 + - type: nauc_mrr_at_20_std + value: 39.84204692042734 + - type: nauc_mrr_at_3_diff1 + value: 47.09295580511751 + - type: nauc_mrr_at_3_max + value: 82.95831045602642 + - type: nauc_mrr_at_3_std + value: 38.98036804692351 + - type: nauc_mrr_at_5_diff1 + value: 47.20100268549764 + - type: nauc_mrr_at_5_max + value: 83.16652480381642 + - type: nauc_mrr_at_5_std + value: 39.55690491560902 + - type: nauc_ndcg_at_1000_diff1 + value: 17.201962509184547 + - type: nauc_ndcg_at_1000_max + value: 63.75820559259539 + - type: nauc_ndcg_at_1000_std + value: 29.28676096486067 + - type: nauc_ndcg_at_100_diff1 + value: 16.76847216096811 + - type: nauc_ndcg_at_100_max + value: 62.646517934470744 + - type: nauc_ndcg_at_100_std + value: 28.7441617667637 + - type: nauc_ndcg_at_10_diff1 + value: 16.559511980751886 + - type: nauc_ndcg_at_10_max + value: 54.35027464277944 + - type: nauc_ndcg_at_10_std + value: 16.98089333577716 + - type: nauc_ndcg_at_1_diff1 + value: 47.98740362820094 + - type: nauc_ndcg_at_1_max + value: 80.32340034580369 + - type: nauc_ndcg_at_1_std + value: 34.57857131423388 + - type: nauc_ndcg_at_20_diff1 + value: 16.721525245428243 + - type: nauc_ndcg_at_20_max + value: 57.683661870555724 + - type: nauc_ndcg_at_20_std + value: 21.736044200026853 + - type: nauc_ndcg_at_3_diff1 + value: 12.488009696556192 + - type: nauc_ndcg_at_3_max + value: 69.2365575305502 + - type: nauc_ndcg_at_3_std + value: 30.622418945055323 + - type: nauc_ndcg_at_5_diff1 + value: 12.364114556230609 + - type: nauc_ndcg_at_5_max + value: 62.33360746285387 + - type: nauc_ndcg_at_5_std + value: 24.898000803570227 + - type: nauc_precision_at_1000_diff1 + value: -35.14745130154524 + - type: nauc_precision_at_1000_max + value: 48.811507982849065 + - type: nauc_precision_at_1000_std + value: 62.43036496029399 + - type: nauc_precision_at_100_diff1 + value: -35.15276411320076 + - type: nauc_precision_at_100_max + value: 50.87010333741109 + - type: nauc_precision_at_100_std + value: 63.418221030407175 + - type: nauc_precision_at_10_diff1 + value: -34.84255710936113 + - type: nauc_precision_at_10_max + value: 56.588401051428825 + - type: nauc_precision_at_10_std + value: 57.4763370653757 + - type: nauc_precision_at_1_diff1 + value: 47.98740362820094 + - type: nauc_precision_at_1_max + value: 80.32340034580369 + - type: nauc_precision_at_1_std + value: 34.57857131423388 + - type: nauc_precision_at_20_diff1 + value: -35.165762365233505 + - type: nauc_precision_at_20_max + value: 54.148762449660424 + - type: nauc_precision_at_20_std + value: 61.569719669368716 + - type: nauc_precision_at_3_diff1 + value: -28.63023175340299 + - type: nauc_precision_at_3_max + value: 68.69825987618499 + - type: nauc_precision_at_3_std + value: 48.15479495755423 + - type: nauc_precision_at_5_diff1 + value: -34.13811355456687 + - type: nauc_precision_at_5_max + value: 62.369363941490604 + - type: nauc_precision_at_5_std + value: 52.282904411187914 + - type: nauc_recall_at_1000_diff1 + value: 8.686444579162663 + - type: nauc_recall_at_1000_max + value: 59.58864478011338 + - type: nauc_recall_at_1000_std + value: 56.692774954297455 + - type: nauc_recall_at_100_diff1 + value: 8.820596225758342 + - type: nauc_recall_at_100_max + value: 53.15048885657892 + - type: nauc_recall_at_100_std + value: 39.78931159236714 + - type: nauc_recall_at_10_diff1 + value: 16.022301106315027 + - type: nauc_recall_at_10_max + value: 29.83242342459543 + - type: nauc_recall_at_10_std + value: -4.805965555875844 + - type: nauc_recall_at_1_diff1 + value: 52.87356542654683 + - type: nauc_recall_at_1_max + value: -22.210039746171255 + - type: nauc_recall_at_1_std + value: -38.11345358035342 + - type: nauc_recall_at_20_diff1 + value: 10.35772828627265 + - type: nauc_recall_at_20_max + value: 43.06420839754062 + - type: nauc_recall_at_20_std + value: 15.040522218235692 + - type: nauc_recall_at_3_diff1 + value: 36.23953684770224 + - type: nauc_recall_at_3_max + value: -11.709269151700374 + - type: nauc_recall_at_3_std + value: -38.13943178150384 + - type: nauc_recall_at_5_diff1 + value: 28.644872415763384 + - type: nauc_recall_at_5_max + value: 2.062151266111129 + - type: nauc_recall_at_5_std + value: -30.81114034774277 + - type: ndcg_at_1 + value: 88.901 + - type: ndcg_at_10 + value: 83.163 + - type: ndcg_at_100 + value: 86.854 + - type: ndcg_at_1000 + value: 87.602 + - type: ndcg_at_20 + value: 84.908 + - type: ndcg_at_3 + value: 84.848 + - type: ndcg_at_5 + value: 83.372 + - type: precision_at_1 + value: 88.901 + - type: precision_at_10 + value: 41.343 + - type: precision_at_100 + value: 4.957000000000001 + - type: precision_at_1000 + value: 0.513 + - type: precision_at_20 + value: 22.955000000000002 + - type: precision_at_3 + value: 74.29599999999999 + - type: precision_at_5 + value: 62.251999999999995 + - type: recall_at_1 + value: 26.875 + - type: recall_at_10 + value: 81.902 + - type: recall_at_100 + value: 93.988 + - type: recall_at_1000 + value: 97.801 + - type: recall_at_20 + value: 87.809 + - type: recall_at_3 + value: 54.869 + - type: recall_at_5 + value: 68.728 + task: + type: Retrieval + - dataset: + config: default + name: MTEB TERRa (default) + revision: 7b58f24536063837d644aab9a023c62199b2a612 + split: dev + type: ai-forever/terra-pairclassification + metrics: + - type: cosine_accuracy + value: 60.586319218241044 + - type: cosine_accuracy_threshold + value: 82.49806761741638 + - type: cosine_ap + value: 58.73198048427448 + - type: cosine_f1 + value: 67.37967914438502 + - type: cosine_f1_threshold + value: 77.46461033821106 + - type: cosine_precision + value: 57.01357466063348 + - type: cosine_recall + value: 82.35294117647058 + - type: dot_accuracy + value: 60.26058631921825 + - type: dot_accuracy_threshold + value: 35627.020263671875 + - type: dot_ap + value: 57.418783612898224 + - type: dot_f1 + value: 66.51982378854623 + - type: dot_f1_threshold + value: 27620.843505859375 + - type: dot_precision + value: 50.16611295681063 + - type: dot_recall + value: 98.69281045751634 + - type: euclidean_accuracy + value: 60.26058631921825 + - type: euclidean_accuracy_threshold + value: 1255.4466247558594 + - type: euclidean_ap + value: 58.748656145387955 + - type: euclidean_f1 + value: 66.99029126213591 + - type: euclidean_f1_threshold + value: 1565.1330947875977 + - type: euclidean_precision + value: 53.28185328185329 + - type: euclidean_recall + value: 90.19607843137256 + - type: main_score + value: 58.8479126365766 + - type: manhattan_accuracy + value: 59.934853420195445 + - type: manhattan_accuracy_threshold + value: 29897.271728515625 + - type: manhattan_ap + value: 58.8479126365766 + - type: manhattan_f1 + value: 66.81318681318683 + - type: manhattan_f1_threshold + value: 46291.802978515625 + - type: manhattan_precision + value: 50.331125827814574 + - type: manhattan_recall + value: 99.34640522875817 + - type: max_accuracy + value: 60.586319218241044 + - type: max_ap + value: 58.8479126365766 + - type: max_f1 + value: 67.37967914438502 + - type: max_precision + value: 57.01357466063348 + - type: max_recall + value: 99.34640522875817 + - type: similarity_accuracy + value: 60.586319218241044 + - type: similarity_accuracy_threshold + value: 82.49806761741638 + - type: similarity_ap + value: 58.73198048427448 + - type: similarity_f1 + value: 67.37967914438502 + - type: similarity_f1_threshold + value: 77.46461033821106 + - type: similarity_precision + value: 57.01357466063348 + - type: similarity_recall + value: 82.35294117647058 + task: + type: PairClassification + - dataset: + config: default + name: MTEB TNews (default) + revision: 317f262bf1e6126357bbe89e875451e4b0938fe4 + split: validation + type: C-MTEB/TNews-classification + metrics: + - type: accuracy + value: 45.967999999999996 + - type: f1 + value: 44.699306100915706 + - type: f1_weighted + value: 46.03730319014832 + - type: main_score + value: 45.967999999999996 + task: + type: Classification + - dataset: + config: default + name: MTEB TRECCOVID (default) + revision: bb9466bac8153a0349341eb1b22e06409e78ef4e + split: test + type: mteb/trec-covid + metrics: + - type: map_at_1 + value: 0.251 + - type: map_at_10 + value: 1.9480000000000002 + - type: map_at_100 + value: 11.082 + - type: map_at_1000 + value: 26.700000000000003 + - type: map_at_20 + value: 3.3529999999999998 + - type: map_at_3 + value: 0.679 + - type: map_at_5 + value: 1.079 + - type: mrr_at_1 + value: 94.0 + - type: mrr_at_10 + value: 95.786 + - type: mrr_at_100 + value: 95.786 + - type: mrr_at_1000 + value: 95.786 + - type: mrr_at_20 + value: 95.786 + - type: mrr_at_3 + value: 95.0 + - type: mrr_at_5 + value: 95.5 + - type: ndcg_at_1 + value: 91.0 + - type: ndcg_at_10 + value: 77.71900000000001 + - type: ndcg_at_100 + value: 57.726 + - type: ndcg_at_1000 + value: 52.737 + - type: ndcg_at_20 + value: 72.54 + - type: ndcg_at_3 + value: 83.397 + - type: ndcg_at_5 + value: 80.806 + - type: precision_at_1 + value: 94.0 + - type: precision_at_10 + value: 81.0 + - type: precision_at_100 + value: 59.199999999999996 + - type: precision_at_1000 + value: 23.244 + - type: precision_at_20 + value: 75.2 + - type: precision_at_3 + value: 88.0 + - type: precision_at_5 + value: 84.8 + - type: recall_at_1 + value: 0.251 + - type: recall_at_10 + value: 2.1229999999999998 + - type: recall_at_100 + value: 14.496999999999998 + - type: recall_at_1000 + value: 50.09 + - type: recall_at_20 + value: 3.8309999999999995 + - type: recall_at_3 + value: 0.696 + - type: recall_at_5 + value: 1.1400000000000001 + - type: main_score + value: 77.71900000000001 + task: + type: Retrieval + - dataset: + config: default + name: MTEB TenKGnadClusteringP2P (default) + revision: 5c59e41555244b7e45c9a6be2d720ab4bafae558 + split: test + type: slvnwhrl/tenkgnad-clustering-p2p + metrics: + - type: main_score + value: 43.763609722295215 + - type: v_measure + value: 43.763609722295215 + - type: v_measure_std + value: 2.8751199473862457 + task: + type: Clustering + - dataset: + config: default + name: MTEB TenKGnadClusteringS2S (default) + revision: 6cddbe003f12b9b140aec477b583ac4191f01786 + split: test + type: slvnwhrl/tenkgnad-clustering-s2s + metrics: + - type: main_score + value: 39.762424448504355 + - type: v_measure + value: 39.762424448504355 + - type: v_measure_std + value: 3.30146124979502 + task: + type: Clustering + - dataset: + config: default + name: MTEB ThuNewsClusteringP2P (default) + revision: 5798586b105c0434e4f0fe5e767abe619442cf93 + split: test + type: C-MTEB/ThuNewsClusteringP2P + metrics: + - type: main_score + value: 63.133819258289456 + - type: v_measure + value: 63.133819258289456 + - type: v_measure_std + value: 1.8854253356479695 + task: + type: Clustering + - dataset: + config: default + name: MTEB ThuNewsClusteringS2S (default) + revision: 8a8b2caeda43f39e13c4bc5bea0f8a667896e10d + split: test + type: C-MTEB/ThuNewsClusteringS2S + metrics: + - type: main_score + value: 58.98195851785808 + - type: v_measure + value: 58.98195851785808 + - type: v_measure_std + value: 1.6237600076393737 + task: + type: Clustering + - dataset: + config: default + name: MTEB Touche2020 (default) + revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f + split: test + type: mteb/touche2020 + metrics: + - type: map_at_1 + value: 3.3550000000000004 + - type: map_at_10 + value: 10.08 + - type: map_at_100 + value: 16.136 + - type: map_at_1000 + value: 17.605 + - type: map_at_20 + value: 12.561 + - type: map_at_3 + value: 5.641 + - type: map_at_5 + value: 7.3260000000000005 + - type: mrr_at_1 + value: 46.939 + - type: mrr_at_10 + value: 58.152 + - type: mrr_at_100 + value: 58.594 + - type: mrr_at_1000 + value: 58.601000000000006 + - type: mrr_at_20 + value: 58.279 + - type: mrr_at_3 + value: 55.102 + - type: mrr_at_5 + value: 56.531 + - type: ndcg_at_1 + value: 44.897999999999996 + - type: ndcg_at_10 + value: 26.298 + - type: ndcg_at_100 + value: 37.596000000000004 + - type: ndcg_at_1000 + value: 49.424 + - type: ndcg_at_20 + value: 27.066000000000003 + - type: ndcg_at_3 + value: 31.528 + - type: ndcg_at_5 + value: 28.219 + - type: precision_at_1 + value: 46.939 + - type: precision_at_10 + value: 22.245 + - type: precision_at_100 + value: 7.531000000000001 + - type: precision_at_1000 + value: 1.5350000000000001 + - type: precision_at_20 + value: 17.041 + - type: precision_at_3 + value: 30.612000000000002 + - type: precision_at_5 + value: 26.122 + - type: recall_at_1 + value: 3.3550000000000004 + - type: recall_at_10 + value: 16.41 + - type: recall_at_100 + value: 47.272 + - type: recall_at_1000 + value: 83.584 + - type: recall_at_20 + value: 24.091 + - type: recall_at_3 + value: 6.8180000000000005 + - type: recall_at_5 + value: 9.677 + - type: main_score + value: 26.298 + task: + type: Retrieval + - dataset: + config: default + name: MTEB ToxicConversationsClassification (default) + revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de + split: test + type: mteb/toxic_conversations_50k + metrics: + - type: accuracy + value: 91.2890625 + - type: ap + value: 33.95547153875715 + - type: ap_weighted + value: 33.95547153875715 + - type: f1 + value: 75.10768597556462 + - type: f1_weighted + value: 92.00161208992606 + - type: main_score + value: 91.2890625 + task: + type: Classification + - dataset: + config: default + name: MTEB TweetSentimentExtractionClassification (default) + revision: d604517c81ca91fe16a244d1248fc021f9ecee7a + split: test + type: mteb/tweet_sentiment_extraction + metrics: + - type: accuracy + value: 71.3978494623656 + - type: f1 + value: 71.7194818511814 + - type: f1_weighted + value: 71.13860187349744 + - type: main_score + value: 71.3978494623656 + task: + type: Classification + - dataset: + config: default + name: MTEB TwentyNewsgroupsClustering (default) + revision: 6125ec4e24fa026cec8a478383ee943acfbd5449 + split: test + type: mteb/twentynewsgroups-clustering + metrics: + - type: main_score + value: 52.4921688720602 + - type: v_measure + value: 52.4921688720602 + - type: v_measure_std + value: 0.992768152658908 + task: + type: Clustering + - dataset: + config: default + name: MTEB TwitterSemEval2015 (default) + revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1 + split: test + type: mteb/twittersemeval2015-pairclassification + metrics: + - type: cosine_accuracy + value: 85.11652858079513 + - type: cosine_accuracy_threshold + value: 87.90839910507202 + - type: cosine_ap + value: 70.90459908851724 + - type: cosine_f1 + value: 65.66581227877457 + - type: cosine_f1_threshold + value: 85.13308763504028 + - type: cosine_precision + value: 61.094708153531684 + - type: cosine_recall + value: 70.97625329815304 + - type: dot_accuracy + value: 83.41181379269239 + - type: dot_accuracy_threshold + value: 43110.113525390625 + - type: dot_ap + value: 65.64869491143095 + - type: dot_f1 + value: 62.05308447460914 + - type: dot_f1_threshold + value: 41412.542724609375 + - type: dot_precision + value: 57.38623626989464 + - type: dot_recall + value: 67.54617414248021 + - type: euclidean_accuracy + value: 85.15229182809799 + - type: euclidean_accuracy_threshold + value: 1043.08500289917 + - type: euclidean_ap + value: 70.71204383269375 + - type: euclidean_f1 + value: 65.20304568527919 + - type: euclidean_f1_threshold + value: 1179.2595863342285 + - type: euclidean_precision + value: 62.81173594132029 + - type: euclidean_recall + value: 67.78364116094987 + - type: main_score + value: 70.90459908851724 + - type: manhattan_accuracy + value: 85.1820945341837 + - type: manhattan_accuracy_threshold + value: 26115.0390625 + - type: manhattan_ap + value: 70.66113937117431 + - type: manhattan_f1 + value: 65.33383628819313 + - type: manhattan_f1_threshold + value: 29105.181884765625 + - type: manhattan_precision + value: 62.40691808791736 + - type: manhattan_recall + value: 68.54881266490766 + - type: max_accuracy + value: 85.1820945341837 + - type: max_ap + value: 70.90459908851724 + - type: max_f1 + value: 65.66581227877457 + - type: max_precision + value: 62.81173594132029 + - type: max_recall + value: 70.97625329815304 + - type: similarity_accuracy + value: 85.11652858079513 + - type: similarity_accuracy_threshold + value: 87.90839910507202 + - type: similarity_ap + value: 70.90459908851724 + - type: similarity_f1 + value: 65.66581227877457 + - type: similarity_f1_threshold + value: 85.13308763504028 + - type: similarity_precision + value: 61.094708153531684 + - type: similarity_recall + value: 70.97625329815304 + task: + type: PairClassification + - dataset: + config: default + name: MTEB TwitterURLCorpus (default) + revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf + split: test + type: mteb/twitterurlcorpus-pairclassification + metrics: + - type: cosine_accuracy + value: 88.10299996119068 + - type: cosine_accuracy_threshold + value: 84.34982895851135 + - type: cosine_ap + value: 84.13755787769226 + - type: cosine_f1 + value: 76.0967548076923 + - type: cosine_f1_threshold + value: 82.8936219215393 + - type: cosine_precision + value: 74.28864769727193 + - type: cosine_recall + value: 77.99507237449954 + - type: dot_accuracy + value: 86.64182869561843 + - type: dot_accuracy_threshold + value: 38794.677734375 + - type: dot_ap + value: 80.20301567411457 + - type: dot_f1 + value: 73.50650291634967 + - type: dot_f1_threshold + value: 37447.23205566406 + - type: dot_precision + value: 69.41498460485802 + - type: dot_recall + value: 78.11056359716662 + - type: euclidean_accuracy + value: 87.9361198432103 + - type: euclidean_accuracy_threshold + value: 1184.421157836914 + - type: euclidean_ap + value: 83.79582690117218 + - type: euclidean_f1 + value: 75.81431709042175 + - type: euclidean_f1_threshold + value: 1258.2727432250977 + - type: euclidean_precision + value: 73.39099099099099 + - type: euclidean_recall + value: 78.40314136125654 + - type: main_score + value: 84.13755787769226 + - type: manhattan_accuracy + value: 87.96134590755618 + - type: manhattan_accuracy_threshold + value: 29077.291870117188 + - type: manhattan_ap + value: 83.79487172269923 + - type: manhattan_f1 + value: 75.82421603424935 + - type: manhattan_f1_threshold + value: 31224.124145507812 + - type: manhattan_precision + value: 72.24740255212329 + - type: manhattan_recall + value: 79.77363720357253 + - type: max_accuracy + value: 88.10299996119068 + - type: max_ap + value: 84.13755787769226 + - type: max_f1 + value: 76.0967548076923 + - type: max_precision + value: 74.28864769727193 + - type: max_recall + value: 79.77363720357253 + - type: similarity_accuracy + value: 88.10299996119068 + - type: similarity_accuracy_threshold + value: 84.34982895851135 + - type: similarity_ap + value: 84.13755787769226 + - type: similarity_f1 + value: 76.0967548076923 + - type: similarity_f1_threshold + value: 82.8936219215393 + - type: similarity_precision + value: 74.28864769727193 + - type: similarity_recall + value: 77.99507237449954 + task: + type: PairClassification + - dataset: + config: default + name: MTEB VideoRetrieval (default) + revision: 58c2597a5943a2ba48f4668c3b90d796283c5639 + split: dev + type: C-MTEB/VideoRetrieval + metrics: + - type: main_score + value: 70.433 + - type: map_at_1 + value: 55.7 + - type: map_at_10 + value: 66.013 + - type: map_at_100 + value: 66.534 + - type: map_at_1000 + value: 66.547 + - type: map_at_20 + value: 66.334 + - type: map_at_3 + value: 64.2 + - type: map_at_5 + value: 65.445 + - type: mrr_at_1 + value: 55.7 + - type: mrr_at_10 + value: 66.01329365079364 + - type: mrr_at_100 + value: 66.53350061744233 + - type: mrr_at_1000 + value: 66.54744831962995 + - type: mrr_at_20 + value: 66.3335147364675 + - type: mrr_at_3 + value: 64.2 + - type: mrr_at_5 + value: 65.44500000000002 + - type: nauc_map_at_1000_diff1 + value: 76.26428836976245 + - type: nauc_map_at_1000_max + value: 35.41847367373575 + - type: nauc_map_at_1000_std + value: -33.04639860831992 + - type: nauc_map_at_100_diff1 + value: 76.25793229023193 + - type: nauc_map_at_100_max + value: 35.43663260110076 + - type: nauc_map_at_100_std + value: -33.04238139882945 + - type: nauc_map_at_10_diff1 + value: 76.2108281297711 + - type: nauc_map_at_10_max + value: 35.59442419423183 + - type: nauc_map_at_10_std + value: -33.32346518997277 + - type: nauc_map_at_1_diff1 + value: 79.17728405262736 + - type: nauc_map_at_1_max + value: 31.880738163589527 + - type: nauc_map_at_1_std + value: -30.891888718004584 + - type: nauc_map_at_20_diff1 + value: 76.2181333410193 + - type: nauc_map_at_20_max + value: 35.43448818430876 + - type: nauc_map_at_20_std + value: -33.35682442863193 + - type: nauc_map_at_3_diff1 + value: 76.10046541433466 + - type: nauc_map_at_3_max + value: 34.6831278555291 + - type: nauc_map_at_3_std + value: -34.030826044831116 + - type: nauc_map_at_5_diff1 + value: 75.96513023582064 + - type: nauc_map_at_5_max + value: 34.66920832438069 + - type: nauc_map_at_5_std + value: -33.79799777830796 + - type: nauc_mrr_at_1000_diff1 + value: 76.26428836976245 + - type: nauc_mrr_at_1000_max + value: 35.41847367373575 + - type: nauc_mrr_at_1000_std + value: -33.04639860831992 + - type: nauc_mrr_at_100_diff1 + value: 76.25793229023193 + - type: nauc_mrr_at_100_max + value: 35.43663260110076 + - type: nauc_mrr_at_100_std + value: -33.04238139882945 + - type: nauc_mrr_at_10_diff1 + value: 76.2108281297711 + - type: nauc_mrr_at_10_max + value: 35.59442419423183 + - type: nauc_mrr_at_10_std + value: -33.32346518997277 + - type: nauc_mrr_at_1_diff1 + value: 79.17728405262736 + - type: nauc_mrr_at_1_max + value: 31.880738163589527 + - type: nauc_mrr_at_1_std + value: -30.891888718004584 + - type: nauc_mrr_at_20_diff1 + value: 76.2181333410193 + - type: nauc_mrr_at_20_max + value: 35.43448818430876 + - type: nauc_mrr_at_20_std + value: -33.35682442863193 + - type: nauc_mrr_at_3_diff1 + value: 76.10046541433466 + - type: nauc_mrr_at_3_max + value: 34.6831278555291 + - type: nauc_mrr_at_3_std + value: -34.030826044831116 + - type: nauc_mrr_at_5_diff1 + value: 75.96513023582064 + - type: nauc_mrr_at_5_max + value: 34.66920832438069 + - type: nauc_mrr_at_5_std + value: -33.79799777830796 + - type: nauc_ndcg_at_1000_diff1 + value: 75.68118206798317 + - type: nauc_ndcg_at_1000_max + value: 37.12252980787349 + - type: nauc_ndcg_at_1000_std + value: -31.457578337430505 + - type: nauc_ndcg_at_100_diff1 + value: 75.46730761564156 + - type: nauc_ndcg_at_100_max + value: 37.549890025544265 + - type: nauc_ndcg_at_100_std + value: -31.35066985945112 + - type: nauc_ndcg_at_10_diff1 + value: 75.09890404887037 + - type: nauc_ndcg_at_10_max + value: 38.024147790014204 + - type: nauc_ndcg_at_10_std + value: -33.67408368593356 + - type: nauc_ndcg_at_1_diff1 + value: 79.17728405262736 + - type: nauc_ndcg_at_1_max + value: 31.880738163589527 + - type: nauc_ndcg_at_1_std + value: -30.891888718004584 + - type: nauc_ndcg_at_20_diff1 + value: 75.12977548171354 + - type: nauc_ndcg_at_20_max + value: 37.524926748917956 + - type: nauc_ndcg_at_20_std + value: -33.771344674947485 + - type: nauc_ndcg_at_3_diff1 + value: 74.94037476984154 + - type: nauc_ndcg_at_3_max + value: 35.60345554050552 + - type: nauc_ndcg_at_3_std + value: -35.256991346321854 + - type: nauc_ndcg_at_5_diff1 + value: 74.54265907753783 + - type: nauc_ndcg_at_5_max + value: 35.57662819978585 + - type: nauc_ndcg_at_5_std + value: -34.879794448418465 + - type: nauc_precision_at_1000_diff1 + value: 74.52277207179142 + - type: nauc_precision_at_1000_max + value: 94.25510945118707 + - type: nauc_precision_at_1000_std + value: 91.6874157070222 + - type: nauc_precision_at_100_diff1 + value: 65.98346655735419 + - type: nauc_precision_at_100_max + value: 78.81168727653687 + - type: nauc_precision_at_100_std + value: 27.241465691967708 + - type: nauc_precision_at_10_diff1 + value: 69.55050319096688 + - type: nauc_precision_at_10_max + value: 51.827749140893374 + - type: nauc_precision_at_10_std + value: -34.60818605792837 + - type: nauc_precision_at_1_diff1 + value: 79.17728405262736 + - type: nauc_precision_at_1_max + value: 31.880738163589527 + - type: nauc_precision_at_1_std + value: -30.891888718004584 + - type: nauc_precision_at_20_diff1 + value: 68.08078305042736 + - type: nauc_precision_at_20_max + value: 52.83318878288501 + - type: nauc_precision_at_20_std + value: -35.46070292817927 + - type: nauc_precision_at_3_diff1 + value: 70.76249609881901 + - type: nauc_precision_at_3_max + value: 38.86561868624655 + - type: nauc_precision_at_3_std + value: -39.68917853446992 + - type: nauc_precision_at_5_diff1 + value: 68.39110629013278 + - type: nauc_precision_at_5_max + value: 39.28677163904683 + - type: nauc_precision_at_5_std + value: -39.39101423819562 + - type: nauc_recall_at_1000_diff1 + value: 74.52277207179175 + - type: nauc_recall_at_1000_max + value: 94.25510945118776 + - type: nauc_recall_at_1000_std + value: 91.68741570702382 + - type: nauc_recall_at_100_diff1 + value: 65.9834665573548 + - type: nauc_recall_at_100_max + value: 78.81168727653679 + - type: nauc_recall_at_100_std + value: 27.241465691967598 + - type: nauc_recall_at_10_diff1 + value: 69.55050319096708 + - type: nauc_recall_at_10_max + value: 51.82774914089347 + - type: nauc_recall_at_10_std + value: -34.6081860579283 + - type: nauc_recall_at_1_diff1 + value: 79.17728405262736 + - type: nauc_recall_at_1_max + value: 31.880738163589527 + - type: nauc_recall_at_1_std + value: -30.891888718004584 + - type: nauc_recall_at_20_diff1 + value: 68.08078305042746 + - type: nauc_recall_at_20_max + value: 52.833188782885244 + - type: nauc_recall_at_20_std + value: -35.46070292817895 + - type: nauc_recall_at_3_diff1 + value: 70.76249609881896 + - type: nauc_recall_at_3_max + value: 38.865618686246464 + - type: nauc_recall_at_3_std + value: -39.68917853446999 + - type: nauc_recall_at_5_diff1 + value: 68.39110629013274 + - type: nauc_recall_at_5_max + value: 39.28677163904688 + - type: nauc_recall_at_5_std + value: -39.39101423819562 + - type: ndcg_at_1 + value: 55.7 + - type: ndcg_at_10 + value: 70.433 + - type: ndcg_at_100 + value: 72.975 + - type: ndcg_at_1000 + value: 73.283 + - type: ndcg_at_20 + value: 71.58 + - type: ndcg_at_3 + value: 66.83099999999999 + - type: ndcg_at_5 + value: 69.085 + - type: precision_at_1 + value: 55.7 + - type: precision_at_10 + value: 8.4 + - type: precision_at_100 + value: 0.959 + - type: precision_at_1000 + value: 0.098 + - type: precision_at_20 + value: 4.425 + - type: precision_at_3 + value: 24.8 + - type: precision_at_5 + value: 15.98 + - type: recall_at_1 + value: 55.7 + - type: recall_at_10 + value: 84.0 + - type: recall_at_100 + value: 95.89999999999999 + - type: recall_at_1000 + value: 98.2 + - type: recall_at_20 + value: 88.5 + - type: recall_at_3 + value: 74.4 + - type: recall_at_5 + value: 79.9 + task: + type: Retrieval + - dataset: + config: default + name: MTEB Waimai (default) + revision: 339287def212450dcaa9df8c22bf93e9980c7023 + split: test + type: C-MTEB/waimai-classification + metrics: + - type: accuracy + value: 86.58999999999999 + - type: ap + value: 70.02619249927523 + - type: ap_weighted + value: 70.02619249927523 + - type: f1 + value: 84.97572770889423 + - type: f1_weighted + value: 86.6865713531272 + - type: main_score + value: 86.58999999999999 + task: + type: Classification + - dataset: + config: en + name: MTEB XMarket (en) + revision: dfe57acff5b62c23732a7b7d3e3fb84ff501708b + split: test + type: jinaai/xmarket_ml + metrics: + - type: main_score + value: 34.772999999999996 + - type: map_at_1 + value: 7.2620000000000005 + - type: map_at_10 + value: 17.98 + - type: map_at_100 + value: 24.828 + - type: map_at_1000 + value: 26.633000000000003 + - type: map_at_20 + value: 20.699 + - type: map_at_3 + value: 12.383 + - type: map_at_5 + value: 14.871 + - type: mrr_at_1 + value: 34.718100890207715 + - type: mrr_at_10 + value: 43.9336827525092 + - type: mrr_at_100 + value: 44.66474011066837 + - type: mrr_at_1000 + value: 44.7075592197356 + - type: mrr_at_20 + value: 44.35984436569346 + - type: mrr_at_3 + value: 41.73901893981052 + - type: mrr_at_5 + value: 43.025973550207134 + - type: nauc_map_at_1000_diff1 + value: 13.899869081196364 + - type: nauc_map_at_1000_max + value: 46.60452816386231 + - type: nauc_map_at_1000_std + value: 24.87925799401773 + - type: nauc_map_at_100_diff1 + value: 16.164805650871084 + - type: nauc_map_at_100_max + value: 44.720912958558095 + - type: nauc_map_at_100_std + value: 20.236734536210477 + - type: nauc_map_at_10_diff1 + value: 23.58580520913581 + - type: nauc_map_at_10_max + value: 31.276151869914216 + - type: nauc_map_at_10_std + value: -0.1833326246041355 + - type: nauc_map_at_1_diff1 + value: 37.02663305598722 + - type: nauc_map_at_1_max + value: 14.931071531116528 + - type: nauc_map_at_1_std + value: -12.478790028708453 + - type: nauc_map_at_20_diff1 + value: 20.718297881540593 + - type: nauc_map_at_20_max + value: 36.62264094841859 + - type: nauc_map_at_20_std + value: 6.658514770057742 + - type: nauc_map_at_3_diff1 + value: 29.379034581120006 + - type: nauc_map_at_3_max + value: 21.387214269548803 + - type: nauc_map_at_3_std + value: -9.3404121914247 + - type: nauc_map_at_5_diff1 + value: 26.627169792839485 + - type: nauc_map_at_5_max + value: 25.393331109666388 + - type: nauc_map_at_5_std + value: -6.023485287246353 + - type: nauc_mrr_at_1000_diff1 + value: 12.047232036652295 + - type: nauc_mrr_at_1000_max + value: 46.611862580860645 + - type: nauc_mrr_at_1000_std + value: 27.89146066442305 + - type: nauc_mrr_at_100_diff1 + value: 12.05261747449997 + - type: nauc_mrr_at_100_max + value: 46.61328535381203 + - type: nauc_mrr_at_100_std + value: 27.886145596874535 + - type: nauc_mrr_at_10_diff1 + value: 12.006935553036941 + - type: nauc_mrr_at_10_max + value: 46.53351686240496 + - type: nauc_mrr_at_10_std + value: 27.708742470257462 + - type: nauc_mrr_at_1_diff1 + value: 13.323408127738782 + - type: nauc_mrr_at_1_max + value: 43.78884661002012 + - type: nauc_mrr_at_1_std + value: 25.164417588165673 + - type: nauc_mrr_at_20_diff1 + value: 12.036022973968011 + - type: nauc_mrr_at_20_max + value: 46.56537838037131 + - type: nauc_mrr_at_20_std + value: 27.78189157249635 + - type: nauc_mrr_at_3_diff1 + value: 11.943896700976381 + - type: nauc_mrr_at_3_max + value: 46.33644663073225 + - type: nauc_mrr_at_3_std + value: 27.523915405053845 + - type: nauc_mrr_at_5_diff1 + value: 12.03108009033769 + - type: nauc_mrr_at_5_max + value: 46.49103616896692 + - type: nauc_mrr_at_5_std + value: 27.630879129863366 + - type: nauc_ndcg_at_1000_diff1 + value: 9.766823796017324 + - type: nauc_ndcg_at_1000_max + value: 52.85844801910602 + - type: nauc_ndcg_at_1000_std + value: 36.43271437761207 + - type: nauc_ndcg_at_100_diff1 + value: 12.035059298282036 + - type: nauc_ndcg_at_100_max + value: 50.05520240705682 + - type: nauc_ndcg_at_100_std + value: 29.87678724506636 + - type: nauc_ndcg_at_10_diff1 + value: 10.281893031139424 + - type: nauc_ndcg_at_10_max + value: 47.02153679426017 + - type: nauc_ndcg_at_10_std + value: 26.624948330369126 + - type: nauc_ndcg_at_1_diff1 + value: 13.323408127738782 + - type: nauc_ndcg_at_1_max + value: 43.78884661002012 + - type: nauc_ndcg_at_1_std + value: 25.164417588165673 + - type: nauc_ndcg_at_20_diff1 + value: 11.463524849646598 + - type: nauc_ndcg_at_20_max + value: 47.415073186019704 + - type: nauc_ndcg_at_20_std + value: 26.359019620164307 + - type: nauc_ndcg_at_3_diff1 + value: 9.689199913805394 + - type: nauc_ndcg_at_3_max + value: 45.68151849572808 + - type: nauc_ndcg_at_3_std + value: 26.559193219799486 + - type: nauc_ndcg_at_5_diff1 + value: 9.448823370356575 + - type: nauc_ndcg_at_5_max + value: 46.19999662690141 + - type: nauc_ndcg_at_5_std + value: 26.8411706726069 + - type: nauc_precision_at_1000_diff1 + value: -20.379065598727024 + - type: nauc_precision_at_1000_max + value: 13.162562437268427 + - type: nauc_precision_at_1000_std + value: 22.658226157785812 + - type: nauc_precision_at_100_diff1 + value: -16.458155977309282 + - type: nauc_precision_at_100_max + value: 35.97956789169889 + - type: nauc_precision_at_100_std + value: 48.878375009979194 + - type: nauc_precision_at_10_diff1 + value: -7.810992317607771 + - type: nauc_precision_at_10_max + value: 49.307339277444754 + - type: nauc_precision_at_10_std + value: 42.82533951854582 + - type: nauc_precision_at_1_diff1 + value: 13.323408127738782 + - type: nauc_precision_at_1_max + value: 43.78884661002012 + - type: nauc_precision_at_1_std + value: 25.164417588165673 + - type: nauc_precision_at_20_diff1 + value: -11.43933465149542 + - type: nauc_precision_at_20_max + value: 46.93722753460038 + - type: nauc_precision_at_20_std + value: 47.36223769029678 + - type: nauc_precision_at_3_diff1 + value: 1.3230178593599737 + - type: nauc_precision_at_3_max + value: 48.49039534395576 + - type: nauc_precision_at_3_std + value: 33.161384183129194 + - type: nauc_precision_at_5_diff1 + value: -3.185516457926519 + - type: nauc_precision_at_5_max + value: 49.5814309394308 + - type: nauc_precision_at_5_std + value: 37.57637865900281 + - type: nauc_recall_at_1000_diff1 + value: 7.839499443984168 + - type: nauc_recall_at_1000_max + value: 52.67165467640894 + - type: nauc_recall_at_1000_std + value: 48.85318316702583 + - type: nauc_recall_at_100_diff1 + value: 14.117557049589418 + - type: nauc_recall_at_100_max + value: 40.59046301348715 + - type: nauc_recall_at_100_std + value: 24.379680901739505 + - type: nauc_recall_at_10_diff1 + value: 20.04536052614054 + - type: nauc_recall_at_10_max + value: 25.54148839721574 + - type: nauc_recall_at_10_std + value: -1.938182527562211 + - type: nauc_recall_at_1_diff1 + value: 37.02663305598722 + - type: nauc_recall_at_1_max + value: 14.931071531116528 + - type: nauc_recall_at_1_std + value: -12.478790028708453 + - type: nauc_recall_at_20_diff1 + value: 17.959977483235566 + - type: nauc_recall_at_20_max + value: 29.88502687870809 + - type: nauc_recall_at_20_std + value: 4.26527395196852 + - type: nauc_recall_at_3_diff1 + value: 26.297810954500456 + - type: nauc_recall_at_3_max + value: 18.819406079307402 + - type: nauc_recall_at_3_std + value: -10.002237229729081 + - type: nauc_recall_at_5_diff1 + value: 22.739080899568485 + - type: nauc_recall_at_5_max + value: 21.0322968243985 + - type: nauc_recall_at_5_std + value: -6.927749435306422 + - type: ndcg_at_1 + value: 34.717999999999996 + - type: ndcg_at_10 + value: 34.772999999999996 + - type: ndcg_at_100 + value: 39.407 + - type: ndcg_at_1000 + value: 44.830999999999996 + - type: ndcg_at_20 + value: 35.667 + - type: ndcg_at_3 + value: 34.332 + - type: ndcg_at_5 + value: 34.408 + - type: precision_at_1 + value: 34.717999999999996 + - type: precision_at_10 + value: 23.430999999999997 + - type: precision_at_100 + value: 9.31 + - type: precision_at_1000 + value: 2.259 + - type: precision_at_20 + value: 18.826999999999998 + - type: precision_at_3 + value: 30.553 + - type: precision_at_5 + value: 27.792 + - type: recall_at_1 + value: 7.2620000000000005 + - type: recall_at_10 + value: 26.384 + - type: recall_at_100 + value: 52.506 + - type: recall_at_1000 + value: 73.38 + - type: recall_at_20 + value: 34.032000000000004 + - type: recall_at_3 + value: 14.821000000000002 + - type: recall_at_5 + value: 19.481 + task: + type: Retrieval + - dataset: + config: de + name: MTEB XMarket (de) + revision: dfe57acff5b62c23732a7b7d3e3fb84ff501708b + split: test + type: jinaai/xmarket_ml + metrics: + - type: main_score + value: 28.316000000000003 + - type: map_at_1 + value: 8.667 + - type: map_at_10 + value: 17.351 + - type: map_at_100 + value: 21.02 + - type: map_at_1000 + value: 21.951 + - type: map_at_20 + value: 18.994 + - type: map_at_3 + value: 13.23 + - type: map_at_5 + value: 15.17 + - type: mrr_at_1 + value: 27.27272727272727 + - type: mrr_at_10 + value: 36.10858487561485 + - type: mrr_at_100 + value: 36.92033814316568 + - type: mrr_at_1000 + value: 36.972226653870365 + - type: mrr_at_20 + value: 36.58914906427944 + - type: mrr_at_3 + value: 33.642969201552305 + - type: mrr_at_5 + value: 35.13417554289494 + - type: nauc_map_at_1000_diff1 + value: 23.345116790998063 + - type: nauc_map_at_1000_max + value: 44.447240670835725 + - type: nauc_map_at_1000_std + value: 18.34636500680144 + - type: nauc_map_at_100_diff1 + value: 24.458120909292347 + - type: nauc_map_at_100_max + value: 43.31851431140378 + - type: nauc_map_at_100_std + value: 15.654778355549965 + - type: nauc_map_at_10_diff1 + value: 29.376508937265044 + - type: nauc_map_at_10_max + value: 36.650196725140795 + - type: nauc_map_at_10_std + value: 4.682465435374843 + - type: nauc_map_at_1_diff1 + value: 40.382365672683214 + - type: nauc_map_at_1_max + value: 22.894341150096785 + - type: nauc_map_at_1_std + value: -5.610725673968323 + - type: nauc_map_at_20_diff1 + value: 27.197033425732908 + - type: nauc_map_at_20_max + value: 39.71672400647207 + - type: nauc_map_at_20_std + value: 8.944436813309933 + - type: nauc_map_at_3_diff1 + value: 34.49739294661502 + - type: nauc_map_at_3_max + value: 29.006972420735284 + - type: nauc_map_at_3_std + value: -3.0372650571243986 + - type: nauc_map_at_5_diff1 + value: 32.764901537277105 + - type: nauc_map_at_5_max + value: 32.658533295918154 + - type: nauc_map_at_5_std + value: 0.029626452286996906 + - type: nauc_mrr_at_1000_diff1 + value: 19.521229956280603 + - type: nauc_mrr_at_1000_max + value: 44.39409866211472 + - type: nauc_mrr_at_1000_std + value: 23.580697307036058 + - type: nauc_mrr_at_100_diff1 + value: 19.51312676591073 + - type: nauc_mrr_at_100_max + value: 44.39559153963895 + - type: nauc_mrr_at_100_std + value: 23.57913711397437 + - type: nauc_mrr_at_10_diff1 + value: 19.584635617935145 + - type: nauc_mrr_at_10_max + value: 44.44842226236198 + - type: nauc_mrr_at_10_std + value: 23.382684909390434 + - type: nauc_mrr_at_1_diff1 + value: 20.92594790923806 + - type: nauc_mrr_at_1_max + value: 40.593939625252816 + - type: nauc_mrr_at_1_std + value: 20.37467598073644 + - type: nauc_mrr_at_20_diff1 + value: 19.590641822115725 + - type: nauc_mrr_at_20_max + value: 44.42512299604718 + - type: nauc_mrr_at_20_std + value: 23.45564260800024 + - type: nauc_mrr_at_3_diff1 + value: 20.005307129527232 + - type: nauc_mrr_at_3_max + value: 43.68300366192776 + - type: nauc_mrr_at_3_std + value: 22.297190480842005 + - type: nauc_mrr_at_5_diff1 + value: 19.852896386271716 + - type: nauc_mrr_at_5_max + value: 44.20641808920062 + - type: nauc_mrr_at_5_std + value: 22.966517330852895 + - type: nauc_ndcg_at_1000_diff1 + value: 17.800116251376103 + - type: nauc_ndcg_at_1000_max + value: 50.98332718061365 + - type: nauc_ndcg_at_1000_std + value: 31.464484658102577 + - type: nauc_ndcg_at_100_diff1 + value: 19.555159680541088 + - type: nauc_ndcg_at_100_max + value: 48.56377130899141 + - type: nauc_ndcg_at_100_std + value: 25.77572748714817 + - type: nauc_ndcg_at_10_diff1 + value: 20.003008726679415 + - type: nauc_ndcg_at_10_max + value: 45.1293725480628 + - type: nauc_ndcg_at_10_std + value: 21.149213260765872 + - type: nauc_ndcg_at_1_diff1 + value: 21.00986278773023 + - type: nauc_ndcg_at_1_max + value: 40.524637076774894 + - type: nauc_ndcg_at_1_std + value: 20.29682194006685 + - type: nauc_ndcg_at_20_diff1 + value: 20.659734137312284 + - type: nauc_ndcg_at_20_max + value: 45.73108736599869 + - type: nauc_ndcg_at_20_std + value: 21.200736170346133 + - type: nauc_ndcg_at_3_diff1 + value: 19.200120542882544 + - type: nauc_ndcg_at_3_max + value: 42.89772612963168 + - type: nauc_ndcg_at_3_std + value: 20.713292754978983 + - type: nauc_ndcg_at_5_diff1 + value: 19.96329647992544 + - type: nauc_ndcg_at_5_max + value: 44.296627037787324 + - type: nauc_ndcg_at_5_std + value: 21.200135784971973 + - type: nauc_precision_at_1000_diff1 + value: -11.543221249009427 + - type: nauc_precision_at_1000_max + value: 9.132801614448221 + - type: nauc_precision_at_1000_std + value: 21.203720655381055 + - type: nauc_precision_at_100_diff1 + value: -12.510945425786039 + - type: nauc_precision_at_100_max + value: 31.42530963666252 + - type: nauc_precision_at_100_std + value: 44.99672783467617 + - type: nauc_precision_at_10_diff1 + value: -4.025802651746804 + - type: nauc_precision_at_10_max + value: 47.50967924227793 + - type: nauc_precision_at_10_std + value: 41.1558559268985 + - type: nauc_precision_at_1_diff1 + value: 21.00986278773023 + - type: nauc_precision_at_1_max + value: 40.524637076774894 + - type: nauc_precision_at_1_std + value: 20.29682194006685 + - type: nauc_precision_at_20_diff1 + value: -8.059482951110002 + - type: nauc_precision_at_20_max + value: 44.28832115946278 + - type: nauc_precision_at_20_std + value: 45.2005585353651 + - type: nauc_precision_at_3_diff1 + value: 8.53530005716248 + - type: nauc_precision_at_3_max + value: 46.48353678905102 + - type: nauc_precision_at_3_std + value: 28.868791323881972 + - type: nauc_precision_at_5_diff1 + value: 3.093619954821814 + - type: nauc_precision_at_5_max + value: 48.43294475817019 + - type: nauc_precision_at_5_std + value: 34.83430452745434 + - type: nauc_recall_at_1000_diff1 + value: 9.93680206699751 + - type: nauc_recall_at_1000_max + value: 52.97840222394363 + - type: nauc_recall_at_1000_std + value: 46.370023604436255 + - type: nauc_recall_at_100_diff1 + value: 14.100542445524972 + - type: nauc_recall_at_100_max + value: 42.853775131475224 + - type: nauc_recall_at_100_std + value: 26.93029971231028 + - type: nauc_recall_at_10_diff1 + value: 22.774547475714716 + - type: nauc_recall_at_10_max + value: 33.984586405015044 + - type: nauc_recall_at_10_std + value: 5.332325172373655 + - type: nauc_recall_at_1_diff1 + value: 40.382365672683214 + - type: nauc_recall_at_1_max + value: 22.894341150096785 + - type: nauc_recall_at_1_std + value: -5.610725673968323 + - type: nauc_recall_at_20_diff1 + value: 19.751060483835936 + - type: nauc_recall_at_20_max + value: 36.18774034635102 + - type: nauc_recall_at_20_std + value: 10.362242090308577 + - type: nauc_recall_at_3_diff1 + value: 30.29462372902671 + - type: nauc_recall_at_3_max + value: 27.377175450099635 + - type: nauc_recall_at_3_std + value: -3.015752705993425 + - type: nauc_recall_at_5_diff1 + value: 28.096893312615723 + - type: nauc_recall_at_5_max + value: 30.485075571512425 + - type: nauc_recall_at_5_std + value: 0.09106417003502826 + - type: ndcg_at_1 + value: 27.248 + - type: ndcg_at_10 + value: 28.316000000000003 + - type: ndcg_at_100 + value: 33.419 + - type: ndcg_at_1000 + value: 38.134 + - type: ndcg_at_20 + value: 29.707 + - type: ndcg_at_3 + value: 26.93 + - type: ndcg_at_5 + value: 27.363 + - type: precision_at_1 + value: 27.248 + - type: precision_at_10 + value: 15.073 + - type: precision_at_100 + value: 5.061 + - type: precision_at_1000 + value: 1.325 + - type: precision_at_20 + value: 11.407 + - type: precision_at_3 + value: 21.823 + - type: precision_at_5 + value: 18.984 + - type: recall_at_1 + value: 8.667 + - type: recall_at_10 + value: 26.984 + - type: recall_at_100 + value: 49.753 + - type: recall_at_1000 + value: 70.354 + - type: recall_at_20 + value: 33.955999999999996 + - type: recall_at_3 + value: 16.086 + - type: recall_at_5 + value: 20.544999999999998 + task: + type: Retrieval + - dataset: + config: es + name: MTEB XMarket (es) + revision: dfe57acff5b62c23732a7b7d3e3fb84ff501708b + split: test + type: jinaai/xmarket_ml + metrics: + - type: main_score + value: 26.592 + - type: map_at_1 + value: 8.081000000000001 + - type: map_at_10 + value: 16.486 + - type: map_at_100 + value: 19.996 + - type: map_at_1000 + value: 20.889 + - type: map_at_20 + value: 18.088 + - type: map_at_3 + value: 12.864 + - type: map_at_5 + value: 14.515 + - type: mrr_at_1 + value: 24.643356643356643 + - type: mrr_at_10 + value: 33.755599955599926 + - type: mrr_at_100 + value: 34.55914769326114 + - type: mrr_at_1000 + value: 34.614384237219745 + - type: mrr_at_20 + value: 34.228909650276194 + - type: mrr_at_3 + value: 31.445221445221456 + - type: mrr_at_5 + value: 32.71375291375297 + - type: nauc_map_at_1000_diff1 + value: 19.17751654240679 + - type: nauc_map_at_1000_max + value: 43.493743561136434 + - type: nauc_map_at_1000_std + value: 21.14477911550252 + - type: nauc_map_at_100_diff1 + value: 20.259227234415395 + - type: nauc_map_at_100_max + value: 42.510860292169106 + - type: nauc_map_at_100_std + value: 18.63085160442346 + - type: nauc_map_at_10_diff1 + value: 24.12419385640694 + - type: nauc_map_at_10_max + value: 35.99892932069915 + - type: nauc_map_at_10_std + value: 8.488520124325058 + - type: nauc_map_at_1_diff1 + value: 35.09239143996649 + - type: nauc_map_at_1_max + value: 23.72498533914286 + - type: nauc_map_at_1_std + value: -4.164387883546102 + - type: nauc_map_at_20_diff1 + value: 22.411418237320817 + - type: nauc_map_at_20_max + value: 39.12496266094892 + - type: nauc_map_at_20_std + value: 12.371656353894227 + - type: nauc_map_at_3_diff1 + value: 28.106972376813506 + - type: nauc_map_at_3_max + value: 29.57824316865409 + - type: nauc_map_at_3_std + value: 1.8928791254813127 + - type: nauc_map_at_5_diff1 + value: 26.4958239149419 + - type: nauc_map_at_5_max + value: 32.45906016649239 + - type: nauc_map_at_5_std + value: 4.612735963224018 + - type: nauc_mrr_at_1000_diff1 + value: 17.614812607094446 + - type: nauc_mrr_at_1000_max + value: 41.13031556228715 + - type: nauc_mrr_at_1000_std + value: 22.564112871230318 + - type: nauc_mrr_at_100_diff1 + value: 17.614044568011085 + - type: nauc_mrr_at_100_max + value: 41.129436273086796 + - type: nauc_mrr_at_100_std + value: 22.566763500658766 + - type: nauc_mrr_at_10_diff1 + value: 17.61869494452089 + - type: nauc_mrr_at_10_max + value: 41.091542329381426 + - type: nauc_mrr_at_10_std + value: 22.370473458633594 + - type: nauc_mrr_at_1_diff1 + value: 20.321421442201913 + - type: nauc_mrr_at_1_max + value: 38.36531448180009 + - type: nauc_mrr_at_1_std + value: 18.422203207777688 + - type: nauc_mrr_at_20_diff1 + value: 17.614767736091625 + - type: nauc_mrr_at_20_max + value: 41.11221420736687 + - type: nauc_mrr_at_20_std + value: 22.44271891522012 + - type: nauc_mrr_at_3_diff1 + value: 17.98184651584625 + - type: nauc_mrr_at_3_max + value: 40.424293610470144 + - type: nauc_mrr_at_3_std + value: 21.554750947206706 + - type: nauc_mrr_at_5_diff1 + value: 17.72088314927416 + - type: nauc_mrr_at_5_max + value: 40.662724739072694 + - type: nauc_mrr_at_5_std + value: 21.822957528431928 + - type: nauc_ndcg_at_1000_diff1 + value: 15.310699428328398 + - type: nauc_ndcg_at_1000_max + value: 48.83921393349997 + - type: nauc_ndcg_at_1000_std + value: 32.22600294110774 + - type: nauc_ndcg_at_100_diff1 + value: 16.62672763977423 + - type: nauc_ndcg_at_100_max + value: 47.36060653537392 + - type: nauc_ndcg_at_100_std + value: 27.879865162871575 + - type: nauc_ndcg_at_10_diff1 + value: 16.436684176028116 + - type: nauc_ndcg_at_10_max + value: 43.00026520872974 + - type: nauc_ndcg_at_10_std + value: 22.507354939162806 + - type: nauc_ndcg_at_1_diff1 + value: 20.321421442201913 + - type: nauc_ndcg_at_1_max + value: 38.36531448180009 + - type: nauc_ndcg_at_1_std + value: 18.422203207777688 + - type: nauc_ndcg_at_20_diff1 + value: 17.127747123248835 + - type: nauc_ndcg_at_20_max + value: 44.57322943752733 + - type: nauc_ndcg_at_20_std + value: 23.146541187377036 + - type: nauc_ndcg_at_3_diff1 + value: 16.372742984728514 + - type: nauc_ndcg_at_3_max + value: 40.91938017883993 + - type: nauc_ndcg_at_3_std + value: 21.50917089194154 + - type: nauc_ndcg_at_5_diff1 + value: 16.40486505525073 + - type: nauc_ndcg_at_5_max + value: 41.94597203181329 + - type: nauc_ndcg_at_5_std + value: 22.068260809047562 + - type: nauc_precision_at_1000_diff1 + value: -15.9415313729527 + - type: nauc_precision_at_1000_max + value: 12.653329948983643 + - type: nauc_precision_at_1000_std + value: 26.371820703256173 + - type: nauc_precision_at_100_diff1 + value: -11.851070166675289 + - type: nauc_precision_at_100_max + value: 32.164365923950115 + - type: nauc_precision_at_100_std + value: 45.930226426725426 + - type: nauc_precision_at_10_diff1 + value: -3.1352660378259163 + - type: nauc_precision_at_10_max + value: 45.48359878733272 + - type: nauc_precision_at_10_std + value: 40.2917038044196 + - type: nauc_precision_at_1_diff1 + value: 20.321421442201913 + - type: nauc_precision_at_1_max + value: 38.36531448180009 + - type: nauc_precision_at_1_std + value: 18.422203207777688 + - type: nauc_precision_at_20_diff1 + value: -7.087513342144751 + - type: nauc_precision_at_20_max + value: 43.66272019058357 + - type: nauc_precision_at_20_std + value: 44.22863351071686 + - type: nauc_precision_at_3_diff1 + value: 7.836185032609045 + - type: nauc_precision_at_3_max + value: 44.85412904097269 + - type: nauc_precision_at_3_std + value: 30.209139149500057 + - type: nauc_precision_at_5_diff1 + value: 3.028150537253791 + - type: nauc_precision_at_5_max + value: 45.73661708882973 + - type: nauc_precision_at_5_std + value: 34.65500311185052 + - type: nauc_recall_at_1000_diff1 + value: 9.526124668370704 + - type: nauc_recall_at_1000_max + value: 51.4190208452196 + - type: nauc_recall_at_1000_std + value: 45.694891695646426 + - type: nauc_recall_at_100_diff1 + value: 12.68466215400009 + - type: nauc_recall_at_100_max + value: 42.79112054268112 + - type: nauc_recall_at_100_std + value: 28.61954251400998 + - type: nauc_recall_at_10_diff1 + value: 17.95124413416829 + - type: nauc_recall_at_10_max + value: 33.1192036755167 + - type: nauc_recall_at_10_std + value: 9.3588175959525 + - type: nauc_recall_at_1_diff1 + value: 35.09239143996649 + - type: nauc_recall_at_1_max + value: 23.72498533914286 + - type: nauc_recall_at_1_std + value: -4.164387883546102 + - type: nauc_recall_at_20_diff1 + value: 16.24916980445646 + - type: nauc_recall_at_20_max + value: 36.51316122236076 + - type: nauc_recall_at_20_std + value: 13.641588062425736 + - type: nauc_recall_at_3_diff1 + value: 23.263199724138786 + - type: nauc_recall_at_3_max + value: 27.67354561610614 + - type: nauc_recall_at_3_std + value: 3.103127242654415 + - type: nauc_recall_at_5_diff1 + value: 20.719704839229635 + - type: nauc_recall_at_5_max + value: 29.66480839111333 + - type: nauc_recall_at_5_std + value: 5.514884455797986 + - type: ndcg_at_1 + value: 24.643 + - type: ndcg_at_10 + value: 26.592 + - type: ndcg_at_100 + value: 31.887 + - type: ndcg_at_1000 + value: 36.695 + - type: ndcg_at_20 + value: 28.166000000000004 + - type: ndcg_at_3 + value: 25.238 + - type: ndcg_at_5 + value: 25.545 + - type: precision_at_1 + value: 24.643 + - type: precision_at_10 + value: 13.730999999999998 + - type: precision_at_100 + value: 4.744000000000001 + - type: precision_at_1000 + value: 1.167 + - type: precision_at_20 + value: 10.562000000000001 + - type: precision_at_3 + value: 20.288999999999998 + - type: precision_at_5 + value: 17.337 + - type: recall_at_1 + value: 8.081000000000001 + - type: recall_at_10 + value: 25.911 + - type: recall_at_100 + value: 48.176 + - type: recall_at_1000 + value: 69.655 + - type: recall_at_20 + value: 32.924 + - type: recall_at_3 + value: 16.125 + - type: recall_at_5 + value: 19.988 + task: + type: Retrieval + - dataset: + config: deu-deu + name: MTEB XPQARetrieval (deu-deu) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 84.552 + - type: map_at_1 + value: 59.023 + - type: map_at_10 + value: 81.051 + - type: map_at_100 + value: 81.539 + - type: map_at_1000 + value: 81.54299999999999 + - type: map_at_20 + value: 81.401 + - type: map_at_3 + value: 76.969 + - type: map_at_5 + value: 80.07600000000001 + - type: mrr_at_1 + value: 77.67624020887729 + - type: mrr_at_10 + value: 83.30509967259314 + - type: mrr_at_100 + value: 83.58599391639456 + - type: mrr_at_1000 + value: 83.58970114722587 + - type: mrr_at_20 + value: 83.50275980440317 + - type: mrr_at_3 + value: 82.07136640557006 + - type: mrr_at_5 + value: 82.94604003481287 + - type: nauc_map_at_1000_diff1 + value: 63.12885104269942 + - type: nauc_map_at_1000_max + value: 57.7017996674959 + - type: nauc_map_at_1000_std + value: -24.951068985070513 + - type: nauc_map_at_100_diff1 + value: 63.12866509393162 + - type: nauc_map_at_100_max + value: 57.70176426013332 + - type: nauc_map_at_100_std + value: -24.96012290790273 + - type: nauc_map_at_10_diff1 + value: 62.847709436211204 + - type: nauc_map_at_10_max + value: 57.408873624779524 + - type: nauc_map_at_10_std + value: -25.635130363219062 + - type: nauc_map_at_1_diff1 + value: 71.89683981857102 + - type: nauc_map_at_1_max + value: 20.204460967432645 + - type: nauc_map_at_1_std + value: -23.07894656629493 + - type: nauc_map_at_20_diff1 + value: 63.00504457011043 + - type: nauc_map_at_20_max + value: 57.66009512514262 + - type: nauc_map_at_20_std + value: -25.100138593754885 + - type: nauc_map_at_3_diff1 + value: 63.199874607788274 + - type: nauc_map_at_3_max + value: 47.54482033763308 + - type: nauc_map_at_3_std + value: -27.714557098916963 + - type: nauc_map_at_5_diff1 + value: 63.01006523518669 + - type: nauc_map_at_5_max + value: 56.501965964288495 + - type: nauc_map_at_5_std + value: -25.367825762790925 + - type: nauc_mrr_at_1000_diff1 + value: 66.24988063948112 + - type: nauc_mrr_at_1000_max + value: 63.56921667744273 + - type: nauc_mrr_at_1000_std + value: -22.073973768031863 + - type: nauc_mrr_at_100_diff1 + value: 66.24919554296275 + - type: nauc_mrr_at_100_max + value: 63.57382447608361 + - type: nauc_mrr_at_100_std + value: -22.084627248538187 + - type: nauc_mrr_at_10_diff1 + value: 66.0143885124066 + - type: nauc_mrr_at_10_max + value: 63.51277586011898 + - type: nauc_mrr_at_10_std + value: -22.477523960705454 + - type: nauc_mrr_at_1_diff1 + value: 68.25415199323474 + - type: nauc_mrr_at_1_max + value: 63.069019003272416 + - type: nauc_mrr_at_1_std + value: -18.77085924093244 + - type: nauc_mrr_at_20_diff1 + value: 66.16203167351055 + - type: nauc_mrr_at_20_max + value: 63.607477776215845 + - type: nauc_mrr_at_20_std + value: -22.15083176017266 + - type: nauc_mrr_at_3_diff1 + value: 66.39368842782302 + - type: nauc_mrr_at_3_max + value: 63.11411066585295 + - type: nauc_mrr_at_3_std + value: -22.63174342814071 + - type: nauc_mrr_at_5_diff1 + value: 66.17932562332354 + - type: nauc_mrr_at_5_max + value: 63.70434825329594 + - type: nauc_mrr_at_5_std + value: -21.704012812430438 + - type: nauc_ndcg_at_1000_diff1 + value: 63.958010361549356 + - type: nauc_ndcg_at_1000_max + value: 60.516445000134624 + - type: nauc_ndcg_at_1000_std + value: -24.264672248289923 + - type: nauc_ndcg_at_100_diff1 + value: 63.97654644758022 + - type: nauc_ndcg_at_100_max + value: 60.62187552803407 + - type: nauc_ndcg_at_100_std + value: -24.317149225778312 + - type: nauc_ndcg_at_10_diff1 + value: 62.505321221321566 + - type: nauc_ndcg_at_10_max + value: 59.77891112351258 + - type: nauc_ndcg_at_10_std + value: -26.90910005589911 + - type: nauc_ndcg_at_1_diff1 + value: 68.25415199323474 + - type: nauc_ndcg_at_1_max + value: 63.069019003272416 + - type: nauc_ndcg_at_1_std + value: -18.77085924093244 + - type: nauc_ndcg_at_20_diff1 + value: 63.04281805056225 + - type: nauc_ndcg_at_20_max + value: 60.600957307444226 + - type: nauc_ndcg_at_20_std + value: -24.954862079889203 + - type: nauc_ndcg_at_3_diff1 + value: 62.970441139740316 + - type: nauc_ndcg_at_3_max + value: 57.543715669055295 + - type: nauc_ndcg_at_3_std + value: -25.659388431714703 + - type: nauc_ndcg_at_5_diff1 + value: 62.82652127664541 + - type: nauc_ndcg_at_5_max + value: 58.6970443258532 + - type: nauc_ndcg_at_5_std + value: -25.66329354851023 + - type: nauc_precision_at_1000_diff1 + value: -33.38530947486223 + - type: nauc_precision_at_1000_max + value: 25.972468024345414 + - type: nauc_precision_at_1000_std + value: 17.460222955117978 + - type: nauc_precision_at_100_diff1 + value: -32.45175999251703 + - type: nauc_precision_at_100_max + value: 26.367996120487337 + - type: nauc_precision_at_100_std + value: 17.097957946391208 + - type: nauc_precision_at_10_diff1 + value: -26.97411235289487 + - type: nauc_precision_at_10_max + value: 31.504961687240762 + - type: nauc_precision_at_10_std + value: 11.125341183874687 + - type: nauc_precision_at_1_diff1 + value: 68.25415199323474 + - type: nauc_precision_at_1_max + value: 63.069019003272416 + - type: nauc_precision_at_1_std + value: -18.77085924093244 + - type: nauc_precision_at_20_diff1 + value: -29.8678078736273 + - type: nauc_precision_at_20_max + value: 29.031222186584504 + - type: nauc_precision_at_20_std + value: 14.943600563087928 + - type: nauc_precision_at_3_diff1 + value: -15.92947221299854 + - type: nauc_precision_at_3_max + value: 37.73833494235097 + - type: nauc_precision_at_3_std + value: 3.1573228443500847 + - type: nauc_precision_at_5_diff1 + value: -22.269156821101642 + - type: nauc_precision_at_5_max + value: 35.65821838116355 + - type: nauc_precision_at_5_std + value: 9.265930386198972 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: 66.17058859539249 + - type: nauc_recall_at_100_max + value: 78.066942935192 + - type: nauc_recall_at_100_std + value: -22.213377762074686 + - type: nauc_recall_at_10_diff1 + value: 50.82149700700275 + - type: nauc_recall_at_10_max + value: 56.68053325008221 + - type: nauc_recall_at_10_std + value: -41.81657941433277 + - type: nauc_recall_at_1_diff1 + value: 71.89683981857102 + - type: nauc_recall_at_1_max + value: 20.204460967432645 + - type: nauc_recall_at_1_std + value: -23.07894656629493 + - type: nauc_recall_at_20_diff1 + value: 48.28076011857885 + - type: nauc_recall_at_20_max + value: 63.29641555519295 + - type: nauc_recall_at_20_std + value: -32.953559708819405 + - type: nauc_recall_at_3_diff1 + value: 58.15516956312558 + - type: nauc_recall_at_3_max + value: 42.66315890283056 + - type: nauc_recall_at_3_std + value: -32.16572530544806 + - type: nauc_recall_at_5_diff1 + value: 55.900844052439766 + - type: nauc_recall_at_5_max + value: 55.23702018862884 + - type: nauc_recall_at_5_std + value: -30.105929528165 + - type: ndcg_at_1 + value: 77.676 + - type: ndcg_at_10 + value: 84.552 + - type: ndcg_at_100 + value: 86.232 + - type: ndcg_at_1000 + value: 86.33800000000001 + - type: ndcg_at_20 + value: 85.515 + - type: ndcg_at_3 + value: 81.112 + - type: ndcg_at_5 + value: 82.943 + - type: precision_at_1 + value: 77.676 + - type: precision_at_10 + value: 15.17 + - type: precision_at_100 + value: 1.6230000000000002 + - type: precision_at_1000 + value: 0.163 + - type: precision_at_20 + value: 7.858999999999999 + - type: precision_at_3 + value: 42.994 + - type: precision_at_5 + value: 28.747 + - type: recall_at_1 + value: 59.023 + - type: recall_at_10 + value: 92.465 + - type: recall_at_100 + value: 99.18400000000001 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 95.844 + - type: recall_at_3 + value: 81.826 + - type: recall_at_5 + value: 88.22 + task: + type: Retrieval + - dataset: + config: deu-eng + name: MTEB XPQARetrieval (deu-eng) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 82.149 + - type: map_at_1 + value: 56.277 + - type: map_at_10 + value: 78.36999999999999 + - type: map_at_100 + value: 78.94 + - type: map_at_1000 + value: 78.95 + - type: map_at_20 + value: 78.818 + - type: map_at_3 + value: 74.25 + - type: map_at_5 + value: 77.11099999999999 + - type: mrr_at_1 + value: 74.28198433420366 + - type: mrr_at_10 + value: 80.57487877657589 + - type: mrr_at_100 + value: 80.94025764149008 + - type: mrr_at_1000 + value: 80.94608738871234 + - type: mrr_at_20 + value: 80.86240675885023 + - type: mrr_at_3 + value: 79.4604003481288 + - type: mrr_at_5 + value: 80.10008703220191 + - type: nauc_map_at_1000_diff1 + value: 60.44369249057189 + - type: nauc_map_at_1000_max + value: 49.822240441830246 + - type: nauc_map_at_1000_std + value: -27.34026380762817 + - type: nauc_map_at_100_diff1 + value: 60.44635668050401 + - type: nauc_map_at_100_max + value: 49.838675926660684 + - type: nauc_map_at_100_std + value: -27.310365556055583 + - type: nauc_map_at_10_diff1 + value: 60.18546951726522 + - type: nauc_map_at_10_max + value: 49.72075398096832 + - type: nauc_map_at_10_std + value: -27.86056102461558 + - type: nauc_map_at_1_diff1 + value: 71.2906657099758 + - type: nauc_map_at_1_max + value: 18.970399251589 + - type: nauc_map_at_1_std + value: -27.260776614286602 + - type: nauc_map_at_20_diff1 + value: 60.3525975566164 + - type: nauc_map_at_20_max + value: 49.852487866710646 + - type: nauc_map_at_20_std + value: -27.305173830170332 + - type: nauc_map_at_3_diff1 + value: 60.66803500571236 + - type: nauc_map_at_3_max + value: 41.18191941521972 + - type: nauc_map_at_3_std + value: -28.71383593401732 + - type: nauc_map_at_5_diff1 + value: 60.57216514504887 + - type: nauc_map_at_5_max + value: 47.99837400446299 + - type: nauc_map_at_5_std + value: -28.756183015949986 + - type: nauc_mrr_at_1000_diff1 + value: 63.77031955602516 + - type: nauc_mrr_at_1000_max + value: 54.26907383811417 + - type: nauc_mrr_at_1000_std + value: -26.227442087164714 + - type: nauc_mrr_at_100_diff1 + value: 63.77196650108669 + - type: nauc_mrr_at_100_max + value: 54.281801457913126 + - type: nauc_mrr_at_100_std + value: -26.216077891830793 + - type: nauc_mrr_at_10_diff1 + value: 63.50095284903051 + - type: nauc_mrr_at_10_max + value: 54.3186301730016 + - type: nauc_mrr_at_10_std + value: -26.29570241722173 + - type: nauc_mrr_at_1_diff1 + value: 65.15855770999057 + - type: nauc_mrr_at_1_max + value: 53.213286738515066 + - type: nauc_mrr_at_1_std + value: -24.683178252901943 + - type: nauc_mrr_at_20_diff1 + value: 63.74936550280859 + - type: nauc_mrr_at_20_max + value: 54.355343751439065 + - type: nauc_mrr_at_20_std + value: -26.197316900009817 + - type: nauc_mrr_at_3_diff1 + value: 63.912612979082695 + - type: nauc_mrr_at_3_max + value: 53.75399024225975 + - type: nauc_mrr_at_3_std + value: -27.194143264554675 + - type: nauc_mrr_at_5_diff1 + value: 63.72491059053639 + - type: nauc_mrr_at_5_max + value: 53.66107604019352 + - type: nauc_mrr_at_5_std + value: -26.92281560584754 + - type: nauc_ndcg_at_1000_diff1 + value: 61.304218998714354 + - type: nauc_ndcg_at_1000_max + value: 52.409135743660386 + - type: nauc_ndcg_at_1000_std + value: -26.539796489464056 + - type: nauc_ndcg_at_100_diff1 + value: 61.40355045085304 + - type: nauc_ndcg_at_100_max + value: 52.79402259608008 + - type: nauc_ndcg_at_100_std + value: -25.927273456979965 + - type: nauc_ndcg_at_10_diff1 + value: 59.93675608684116 + - type: nauc_ndcg_at_10_max + value: 52.617848197542706 + - type: nauc_ndcg_at_10_std + value: -27.314820020095887 + - type: nauc_ndcg_at_1_diff1 + value: 65.15855770999057 + - type: nauc_ndcg_at_1_max + value: 53.213286738515066 + - type: nauc_ndcg_at_1_std + value: -24.683178252901943 + - type: nauc_ndcg_at_20_diff1 + value: 60.85093704358376 + - type: nauc_ndcg_at_20_max + value: 53.14529242671602 + - type: nauc_ndcg_at_20_std + value: -25.93187916231906 + - type: nauc_ndcg_at_3_diff1 + value: 60.42301123518882 + - type: nauc_ndcg_at_3_max + value: 49.59021992975956 + - type: nauc_ndcg_at_3_std + value: -27.397117967810363 + - type: nauc_ndcg_at_5_diff1 + value: 60.78655153154219 + - type: nauc_ndcg_at_5_max + value: 49.54194799556953 + - type: nauc_ndcg_at_5_std + value: -29.467910172913413 + - type: nauc_precision_at_1000_diff1 + value: -34.35027108027456 + - type: nauc_precision_at_1000_max + value: 23.762671066858815 + - type: nauc_precision_at_1000_std + value: 16.1704780298982 + - type: nauc_precision_at_100_diff1 + value: -32.66610016754961 + - type: nauc_precision_at_100_max + value: 25.504044603109588 + - type: nauc_precision_at_100_std + value: 16.932402988816786 + - type: nauc_precision_at_10_diff1 + value: -25.720903145017342 + - type: nauc_precision_at_10_max + value: 30.37029690599926 + - type: nauc_precision_at_10_std + value: 10.560753160200314 + - type: nauc_precision_at_1_diff1 + value: 65.15855770999057 + - type: nauc_precision_at_1_max + value: 53.213286738515066 + - type: nauc_precision_at_1_std + value: -24.683178252901943 + - type: nauc_precision_at_20_diff1 + value: -29.577582332619084 + - type: nauc_precision_at_20_max + value: 27.984145595920417 + - type: nauc_precision_at_20_std + value: 15.083711704044727 + - type: nauc_precision_at_3_diff1 + value: -14.736267532892697 + - type: nauc_precision_at_3_max + value: 36.12211021824307 + - type: nauc_precision_at_3_std + value: 3.068643876519412 + - type: nauc_precision_at_5_diff1 + value: -19.846707283120825 + - type: nauc_precision_at_5_max + value: 33.573804532177896 + - type: nauc_precision_at_5_std + value: 5.700545622744924 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: 68.24749796604452 + - type: nauc_recall_at_100_max + value: 83.30024864929815 + - type: nauc_recall_at_100_std + value: 21.23763053711522 + - type: nauc_recall_at_10_diff1 + value: 50.704049683241436 + - type: nauc_recall_at_10_max + value: 57.64578984555556 + - type: nauc_recall_at_10_std + value: -26.632759037746073 + - type: nauc_recall_at_1_diff1 + value: 71.2906657099758 + - type: nauc_recall_at_1_max + value: 18.970399251589 + - type: nauc_recall_at_1_std + value: -27.260776614286602 + - type: nauc_recall_at_20_diff1 + value: 54.124480837579505 + - type: nauc_recall_at_20_max + value: 66.4641515433479 + - type: nauc_recall_at_20_std + value: -14.615911455379393 + - type: nauc_recall_at_3_diff1 + value: 56.54358788321059 + - type: nauc_recall_at_3_max + value: 37.765735322465744 + - type: nauc_recall_at_3_std + value: -30.824147408598574 + - type: nauc_recall_at_5_diff1 + value: 56.392894535029214 + - type: nauc_recall_at_5_max + value: 45.959268387521554 + - type: nauc_recall_at_5_std + value: -33.58175576925282 + - type: ndcg_at_1 + value: 74.28200000000001 + - type: ndcg_at_10 + value: 82.149 + - type: ndcg_at_100 + value: 84.129 + - type: ndcg_at_1000 + value: 84.307 + - type: ndcg_at_20 + value: 83.39999999999999 + - type: ndcg_at_3 + value: 78.583 + - type: ndcg_at_5 + value: 80.13900000000001 + - type: precision_at_1 + value: 74.28200000000001 + - type: precision_at_10 + value: 14.960999999999999 + - type: precision_at_100 + value: 1.6119999999999999 + - type: precision_at_1000 + value: 0.163 + - type: precision_at_20 + value: 7.813000000000001 + - type: precision_at_3 + value: 41.819 + - type: precision_at_5 + value: 27.911 + - type: recall_at_1 + value: 56.277 + - type: recall_at_10 + value: 90.729 + - type: recall_at_100 + value: 98.792 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 95.148 + - type: recall_at_3 + value: 79.989 + - type: recall_at_5 + value: 85.603 + task: + type: Retrieval + - dataset: + config: eng-deu + name: MTEB XPQARetrieval (eng-deu) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 60.428000000000004 + - type: map_at_1 + value: 33.453 + - type: map_at_10 + value: 54.217000000000006 + - type: map_at_100 + value: 55.832 + - type: map_at_1000 + value: 55.884 + - type: map_at_20 + value: 55.236 + - type: map_at_3 + value: 48.302 + - type: map_at_5 + value: 51.902 + - type: mrr_at_1 + value: 53.916449086161876 + - type: mrr_at_10 + value: 61.4685647975465 + - type: mrr_at_100 + value: 62.13718159287348 + - type: mrr_at_1000 + value: 62.15799113826325 + - type: mrr_at_20 + value: 61.885388764243544 + - type: mrr_at_3 + value: 59.44299390774582 + - type: mrr_at_5 + value: 60.26544821583981 + - type: nauc_map_at_1000_diff1 + value: 39.824412602121804 + - type: nauc_map_at_1000_max + value: 39.49332709959374 + - type: nauc_map_at_1000_std + value: -17.27462623749702 + - type: nauc_map_at_100_diff1 + value: 39.80528910003463 + - type: nauc_map_at_100_max + value: 39.51471609156093 + - type: nauc_map_at_100_std + value: -17.275536933094937 + - type: nauc_map_at_10_diff1 + value: 39.28558292349772 + - type: nauc_map_at_10_max + value: 38.13220294838968 + - type: nauc_map_at_10_std + value: -18.235985574392863 + - type: nauc_map_at_1_diff1 + value: 43.68892397816937 + - type: nauc_map_at_1_max + value: 14.478978190224353 + - type: nauc_map_at_1_std + value: -18.435031919225477 + - type: nauc_map_at_20_diff1 + value: 39.8733530971344 + - type: nauc_map_at_20_max + value: 39.30513202591992 + - type: nauc_map_at_20_std + value: -17.62362848144766 + - type: nauc_map_at_3_diff1 + value: 40.31116611188815 + - type: nauc_map_at_3_max + value: 31.107314675202165 + - type: nauc_map_at_3_std + value: -19.52930881946966 + - type: nauc_map_at_5_diff1 + value: 39.1241499095765 + - type: nauc_map_at_5_max + value: 37.330543901034055 + - type: nauc_map_at_5_std + value: -17.893862772447548 + - type: nauc_mrr_at_1000_diff1 + value: 43.07490530140024 + - type: nauc_mrr_at_1000_max + value: 42.28469195779226 + - type: nauc_mrr_at_1000_std + value: -15.583217110180737 + - type: nauc_mrr_at_100_diff1 + value: 43.068836494603886 + - type: nauc_mrr_at_100_max + value: 42.29612450479168 + - type: nauc_mrr_at_100_std + value: -15.57218089438229 + - type: nauc_mrr_at_10_diff1 + value: 42.88685919151777 + - type: nauc_mrr_at_10_max + value: 41.89944452003811 + - type: nauc_mrr_at_10_std + value: -15.909673572763165 + - type: nauc_mrr_at_1_diff1 + value: 45.67646898532131 + - type: nauc_mrr_at_1_max + value: 43.0541870425035 + - type: nauc_mrr_at_1_std + value: -15.597124291613563 + - type: nauc_mrr_at_20_diff1 + value: 43.14141873150977 + - type: nauc_mrr_at_20_max + value: 42.33063543184022 + - type: nauc_mrr_at_20_std + value: -15.607612016107304 + - type: nauc_mrr_at_3_diff1 + value: 43.18370928261982 + - type: nauc_mrr_at_3_max + value: 42.18529980773961 + - type: nauc_mrr_at_3_std + value: -15.900151400673629 + - type: nauc_mrr_at_5_diff1 + value: 42.43443044877765 + - type: nauc_mrr_at_5_max + value: 42.05818605278972 + - type: nauc_mrr_at_5_std + value: -15.436502733299893 + - type: nauc_ndcg_at_1000_diff1 + value: 40.60606676178781 + - type: nauc_ndcg_at_1000_max + value: 41.71923393878376 + - type: nauc_ndcg_at_1000_std + value: -15.694740326899556 + - type: nauc_ndcg_at_100_diff1 + value: 40.15270376312309 + - type: nauc_ndcg_at_100_max + value: 42.234126305709225 + - type: nauc_ndcg_at_100_std + value: -15.436051984708952 + - type: nauc_ndcg_at_10_diff1 + value: 39.142259831299455 + - type: nauc_ndcg_at_10_max + value: 38.61470104273746 + - type: nauc_ndcg_at_10_std + value: -18.577452829132742 + - type: nauc_ndcg_at_1_diff1 + value: 45.67646898532131 + - type: nauc_ndcg_at_1_max + value: 43.0541870425035 + - type: nauc_ndcg_at_1_std + value: -15.597124291613563 + - type: nauc_ndcg_at_20_diff1 + value: 40.805159395901306 + - type: nauc_ndcg_at_20_max + value: 41.58685629374952 + - type: nauc_ndcg_at_20_std + value: -16.862408156222592 + - type: nauc_ndcg_at_3_diff1 + value: 39.12028215488432 + - type: nauc_ndcg_at_3_max + value: 39.70580596343164 + - type: nauc_ndcg_at_3_std + value: -16.705546903936213 + - type: nauc_ndcg_at_5_diff1 + value: 38.42075404927361 + - type: nauc_ndcg_at_5_max + value: 38.064219879504385 + - type: nauc_ndcg_at_5_std + value: -17.20282111665876 + - type: nauc_precision_at_1000_diff1 + value: -4.419224540552891 + - type: nauc_precision_at_1000_max + value: 35.686022591225246 + - type: nauc_precision_at_1000_std + value: 15.023520191032972 + - type: nauc_precision_at_100_diff1 + value: -2.9027602601603895 + - type: nauc_precision_at_100_max + value: 39.99864013028808 + - type: nauc_precision_at_100_std + value: 13.863497117255525 + - type: nauc_precision_at_10_diff1 + value: 5.539104839809501 + - type: nauc_precision_at_10_max + value: 42.41625740557432 + - type: nauc_precision_at_10_std + value: 1.0894693748662556 + - type: nauc_precision_at_1_diff1 + value: 45.67646898532131 + - type: nauc_precision_at_1_max + value: 43.0541870425035 + - type: nauc_precision_at_1_std + value: -15.597124291613563 + - type: nauc_precision_at_20_diff1 + value: 4.734562571681868 + - type: nauc_precision_at_20_max + value: 44.35081213316202 + - type: nauc_precision_at_20_std + value: 6.642891478284595 + - type: nauc_precision_at_3_diff1 + value: 13.936559341472101 + - type: nauc_precision_at_3_max + value: 45.426668552497524 + - type: nauc_precision_at_3_std + value: -5.219785419247125 + - type: nauc_precision_at_5_diff1 + value: 8.366706789546015 + - type: nauc_precision_at_5_max + value: 46.161942989326896 + - type: nauc_precision_at_5_std + value: -0.193140343545876 + - type: nauc_recall_at_1000_diff1 + value: 45.61785312444842 + - type: nauc_recall_at_1000_max + value: 75.68258976531774 + - type: nauc_recall_at_1000_std + value: 37.469059422121575 + - type: nauc_recall_at_100_diff1 + value: 26.798748531805096 + - type: nauc_recall_at_100_max + value: 54.72134095197765 + - type: nauc_recall_at_100_std + value: -1.5967608233799417 + - type: nauc_recall_at_10_diff1 + value: 32.13211696200521 + - type: nauc_recall_at_10_max + value: 31.13866254975895 + - type: nauc_recall_at_10_std + value: -22.31404161136118 + - type: nauc_recall_at_1_diff1 + value: 43.68892397816937 + - type: nauc_recall_at_1_max + value: 14.478978190224353 + - type: nauc_recall_at_1_std + value: -18.435031919225477 + - type: nauc_recall_at_20_diff1 + value: 38.597996930461385 + - type: nauc_recall_at_20_max + value: 42.49849027366794 + - type: nauc_recall_at_20_std + value: -16.536471900752154 + - type: nauc_recall_at_3_diff1 + value: 35.343730012759266 + - type: nauc_recall_at_3_max + value: 26.898722085043392 + - type: nauc_recall_at_3_std + value: -19.4459792273884 + - type: nauc_recall_at_5_diff1 + value: 31.8310298012186 + - type: nauc_recall_at_5_max + value: 32.67800489655844 + - type: nauc_recall_at_5_std + value: -16.800929103347283 + - type: ndcg_at_1 + value: 53.916 + - type: ndcg_at_10 + value: 60.428000000000004 + - type: ndcg_at_100 + value: 65.95 + - type: ndcg_at_1000 + value: 66.88 + - type: ndcg_at_20 + value: 62.989 + - type: ndcg_at_3 + value: 55.204 + - type: ndcg_at_5 + value: 56.42700000000001 + - type: precision_at_1 + value: 53.916 + - type: precision_at_10 + value: 14.346999999999998 + - type: precision_at_100 + value: 1.849 + - type: precision_at_1000 + value: 0.196 + - type: precision_at_20 + value: 8.022 + - type: precision_at_3 + value: 34.552 + - type: precision_at_5 + value: 24.569 + - type: recall_at_1 + value: 33.453 + - type: recall_at_10 + value: 71.07900000000001 + - type: recall_at_100 + value: 93.207 + - type: recall_at_1000 + value: 99.60799999999999 + - type: recall_at_20 + value: 79.482 + - type: recall_at_3 + value: 53.98 + - type: recall_at_5 + value: 60.781 + task: + type: Retrieval + - dataset: + config: eng-pol + name: MTEB XPQARetrieval (eng-pol) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 34.042 + - type: map_at_1 + value: 13.236 + - type: map_at_10 + value: 27.839999999999996 + - type: map_at_100 + value: 30.171999999999997 + - type: map_at_1000 + value: 30.349999999999998 + - type: map_at_20 + value: 29.044999999999998 + - type: map_at_3 + value: 22.58 + - type: map_at_5 + value: 25.83 + - type: mrr_at_1 + value: 30.318471337579616 + - type: mrr_at_10 + value: 37.4983823678091 + - type: mrr_at_100 + value: 38.5784523175009 + - type: mrr_at_1000 + value: 38.63608698968148 + - type: mrr_at_20 + value: 38.02996157871825 + - type: mrr_at_3 + value: 34.798301486199584 + - type: mrr_at_5 + value: 36.39702760084925 + - type: nauc_map_at_1000_diff1 + value: 21.07199789609177 + - type: nauc_map_at_1000_max + value: 25.959233507893277 + - type: nauc_map_at_1000_std + value: -28.011925372852826 + - type: nauc_map_at_100_diff1 + value: 21.086788412737548 + - type: nauc_map_at_100_max + value: 25.8611620203686 + - type: nauc_map_at_100_std + value: -28.179239912057515 + - type: nauc_map_at_10_diff1 + value: 21.23841745922078 + - type: nauc_map_at_10_max + value: 25.44290342378288 + - type: nauc_map_at_10_std + value: -28.75578689110275 + - type: nauc_map_at_1_diff1 + value: 28.87454015638211 + - type: nauc_map_at_1_max + value: 17.50681123879997 + - type: nauc_map_at_1_std + value: -30.382831850562432 + - type: nauc_map_at_20_diff1 + value: 21.076559713540455 + - type: nauc_map_at_20_max + value: 25.538154202494535 + - type: nauc_map_at_20_std + value: -28.518764617658555 + - type: nauc_map_at_3_diff1 + value: 22.159185358766468 + - type: nauc_map_at_3_max + value: 23.01652660927249 + - type: nauc_map_at_3_std + value: -29.567722713221862 + - type: nauc_map_at_5_diff1 + value: 21.35578810370897 + - type: nauc_map_at_5_max + value: 25.550550437767395 + - type: nauc_map_at_5_std + value: -28.7889035461355 + - type: nauc_mrr_at_1000_diff1 + value: 22.28633009221923 + - type: nauc_mrr_at_1000_max + value: 26.920205393136392 + - type: nauc_mrr_at_1000_std + value: -25.887791634977642 + - type: nauc_mrr_at_100_diff1 + value: 22.2754975739755 + - type: nauc_mrr_at_100_max + value: 26.90235716615346 + - type: nauc_mrr_at_100_std + value: -25.891596020584345 + - type: nauc_mrr_at_10_diff1 + value: 22.415076305593534 + - type: nauc_mrr_at_10_max + value: 26.504643796222222 + - type: nauc_mrr_at_10_std + value: -26.6046081215833 + - type: nauc_mrr_at_1_diff1 + value: 23.406748619244368 + - type: nauc_mrr_at_1_max + value: 29.058228240823553 + - type: nauc_mrr_at_1_std + value: -26.450169820901078 + - type: nauc_mrr_at_20_diff1 + value: 22.29233141817678 + - type: nauc_mrr_at_20_max + value: 26.69021351064081 + - type: nauc_mrr_at_20_std + value: -26.086596227376656 + - type: nauc_mrr_at_3_diff1 + value: 22.20746187500145 + - type: nauc_mrr_at_3_max + value: 27.143725946169457 + - type: nauc_mrr_at_3_std + value: -26.7017708594376 + - type: nauc_mrr_at_5_diff1 + value: 22.71898965233195 + - type: nauc_mrr_at_5_max + value: 26.932386658571662 + - type: nauc_mrr_at_5_std + value: -26.725541058780234 + - type: nauc_ndcg_at_1000_diff1 + value: 20.541734305148466 + - type: nauc_ndcg_at_1000_max + value: 27.180534238090758 + - type: nauc_ndcg_at_1000_std + value: -23.74197745177845 + - type: nauc_ndcg_at_100_diff1 + value: 20.570052839937468 + - type: nauc_ndcg_at_100_max + value: 26.21605034405486 + - type: nauc_ndcg_at_100_std + value: -25.359817188805028 + - type: nauc_ndcg_at_10_diff1 + value: 21.241423075073467 + - type: nauc_ndcg_at_10_max + value: 24.599199195239475 + - type: nauc_ndcg_at_10_std + value: -28.404540333309008 + - type: nauc_ndcg_at_1_diff1 + value: 23.406748619244368 + - type: nauc_ndcg_at_1_max + value: 29.058228240823553 + - type: nauc_ndcg_at_1_std + value: -26.450169820901078 + - type: nauc_ndcg_at_20_diff1 + value: 20.740460046196873 + - type: nauc_ndcg_at_20_max + value: 24.82380195169634 + - type: nauc_ndcg_at_20_std + value: -27.376298834244313 + - type: nauc_ndcg_at_3_diff1 + value: 19.994948682426504 + - type: nauc_ndcg_at_3_max + value: 26.153790759405105 + - type: nauc_ndcg_at_3_std + value: -27.194548404540885 + - type: nauc_ndcg_at_5_diff1 + value: 21.48414272096384 + - type: nauc_ndcg_at_5_max + value: 25.239652015076373 + - type: nauc_ndcg_at_5_std + value: -28.2620160957961 + - type: nauc_precision_at_1000_diff1 + value: -0.7557639926687744 + - type: nauc_precision_at_1000_max + value: 24.265591636994436 + - type: nauc_precision_at_1000_std + value: 16.833104654292654 + - type: nauc_precision_at_100_diff1 + value: 4.647847665941115 + - type: nauc_precision_at_100_max + value: 24.42192644844434 + - type: nauc_precision_at_100_std + value: 0.2718848568876648 + - type: nauc_precision_at_10_diff1 + value: 9.465969286722654 + - type: nauc_precision_at_10_max + value: 27.448993150448043 + - type: nauc_precision_at_10_std + value: -16.519099596502212 + - type: nauc_precision_at_1_diff1 + value: 23.406748619244368 + - type: nauc_precision_at_1_max + value: 29.058228240823553 + - type: nauc_precision_at_1_std + value: -26.450169820901078 + - type: nauc_precision_at_20_diff1 + value: 8.021421615668114 + - type: nauc_precision_at_20_max + value: 26.18556481398635 + - type: nauc_precision_at_20_std + value: -12.207152108668367 + - type: nauc_precision_at_3_diff1 + value: 11.783572803634241 + - type: nauc_precision_at_3_max + value: 29.259715774978893 + - type: nauc_precision_at_3_std + value: -20.407524967717425 + - type: nauc_precision_at_5_diff1 + value: 10.371728615220821 + - type: nauc_precision_at_5_max + value: 30.270642833482864 + - type: nauc_precision_at_5_std + value: -18.407334880575494 + - type: nauc_recall_at_1000_diff1 + value: 6.008969959111555 + - type: nauc_recall_at_1000_max + value: 39.79691734058127 + - type: nauc_recall_at_1000_std + value: 32.43591825510109 + - type: nauc_recall_at_100_diff1 + value: 15.2374566058917 + - type: nauc_recall_at_100_max + value: 23.058785539503717 + - type: nauc_recall_at_100_std + value: -15.962888794058165 + - type: nauc_recall_at_10_diff1 + value: 19.46184821807753 + - type: nauc_recall_at_10_max + value: 19.001003513986866 + - type: nauc_recall_at_10_std + value: -27.753332786663876 + - type: nauc_recall_at_1_diff1 + value: 28.87454015638211 + - type: nauc_recall_at_1_max + value: 17.50681123879997 + - type: nauc_recall_at_1_std + value: -30.382831850562432 + - type: nauc_recall_at_20_diff1 + value: 17.237090858517405 + - type: nauc_recall_at_20_max + value: 18.42118474134871 + - type: nauc_recall_at_20_std + value: -24.862787724031957 + - type: nauc_recall_at_3_diff1 + value: 18.813019521758577 + - type: nauc_recall_at_3_max + value: 19.198572333053544 + - type: nauc_recall_at_3_std + value: -28.5644958605618 + - type: nauc_recall_at_5_diff1 + value: 20.247501986329482 + - type: nauc_recall_at_5_max + value: 21.121526202170358 + - type: nauc_recall_at_5_std + value: -27.220378617864853 + - type: ndcg_at_1 + value: 30.318 + - type: ndcg_at_10 + value: 34.042 + - type: ndcg_at_100 + value: 42.733 + - type: ndcg_at_1000 + value: 46.015 + - type: ndcg_at_20 + value: 37.053999999999995 + - type: ndcg_at_3 + value: 29.254 + - type: ndcg_at_5 + value: 30.514000000000003 + - type: precision_at_1 + value: 30.318 + - type: precision_at_10 + value: 10.981 + - type: precision_at_100 + value: 1.889 + - type: precision_at_1000 + value: 0.234 + - type: precision_at_20 + value: 6.643000000000001 + - type: precision_at_3 + value: 22.166 + - type: precision_at_5 + value: 17.477999999999998 + - type: recall_at_1 + value: 13.236 + - type: recall_at_10 + value: 41.461 + - type: recall_at_100 + value: 75.008 + - type: recall_at_1000 + value: 96.775 + - type: recall_at_20 + value: 50.754 + - type: recall_at_3 + value: 26.081 + - type: recall_at_5 + value: 33.168 + task: + type: Retrieval + - dataset: + config: eng-cmn + name: MTEB XPQARetrieval (eng-cmn) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 37.504 + - type: map_at_1 + value: 16.019 + - type: map_at_10 + value: 30.794 + - type: map_at_100 + value: 33.157 + - type: map_at_1000 + value: 33.324999999999996 + - type: map_at_20 + value: 32.161 + - type: map_at_3 + value: 25.372 + - type: map_at_5 + value: 28.246 + - type: mrr_at_1 + value: 30.461165048543688 + - type: mrr_at_10 + value: 39.393107566651224 + - type: mrr_at_100 + value: 40.570039540602295 + - type: mrr_at_1000 + value: 40.6306116407744 + - type: mrr_at_20 + value: 40.09428159978876 + - type: mrr_at_3 + value: 37.176375404530745 + - type: mrr_at_5 + value: 38.09870550161812 + - type: nauc_map_at_1000_diff1 + value: 30.82306881892873 + - type: nauc_map_at_1000_max + value: 5.877636000666466 + - type: nauc_map_at_1000_std + value: -30.7140513386797 + - type: nauc_map_at_100_diff1 + value: 30.85192449151961 + - type: nauc_map_at_100_max + value: 5.809195131550909 + - type: nauc_map_at_100_std + value: -30.838556702972063 + - type: nauc_map_at_10_diff1 + value: 30.50359163635058 + - type: nauc_map_at_10_max + value: 6.373491595869303 + - type: nauc_map_at_10_std + value: -29.89368007827676 + - type: nauc_map_at_1_diff1 + value: 38.60240510083884 + - type: nauc_map_at_1_max + value: 10.407392664609139 + - type: nauc_map_at_1_std + value: -17.76327278732833 + - type: nauc_map_at_20_diff1 + value: 30.897489125753598 + - type: nauc_map_at_20_max + value: 5.9303381898248 + - type: nauc_map_at_20_std + value: -30.863345188760515 + - type: nauc_map_at_3_diff1 + value: 32.8150951852729 + - type: nauc_map_at_3_max + value: 7.671931402215177 + - type: nauc_map_at_3_std + value: -25.654809758216533 + - type: nauc_map_at_5_diff1 + value: 31.19558194781019 + - type: nauc_map_at_5_max + value: 6.426885613116939 + - type: nauc_map_at_5_std + value: -28.609027858850016 + - type: nauc_mrr_at_1000_diff1 + value: 30.7596332048733 + - type: nauc_mrr_at_1000_max + value: 1.1970748115580212 + - type: nauc_mrr_at_1000_std + value: -34.647570668150216 + - type: nauc_mrr_at_100_diff1 + value: 30.74693370788581 + - type: nauc_mrr_at_100_max + value: 1.1673272262754841 + - type: nauc_mrr_at_100_std + value: -34.67761028542745 + - type: nauc_mrr_at_10_diff1 + value: 30.537820575183076 + - type: nauc_mrr_at_10_max + value: 1.0261868725502707 + - type: nauc_mrr_at_10_std + value: -34.999990560631204 + - type: nauc_mrr_at_1_diff1 + value: 35.51868580113285 + - type: nauc_mrr_at_1_max + value: 5.117103773147307 + - type: nauc_mrr_at_1_std + value: -30.633913466736956 + - type: nauc_mrr_at_20_diff1 + value: 30.67318175430903 + - type: nauc_mrr_at_20_max + value: 1.0979983974981327 + - type: nauc_mrr_at_20_std + value: -34.8388339739997 + - type: nauc_mrr_at_3_diff1 + value: 30.884642006045702 + - type: nauc_mrr_at_3_max + value: 1.7970996544095983 + - type: nauc_mrr_at_3_std + value: -34.290172894906085 + - type: nauc_mrr_at_5_diff1 + value: 30.89687518368571 + - type: nauc_mrr_at_5_max + value: 1.2123714988495347 + - type: nauc_mrr_at_5_std + value: -35.01704580471926 + - type: nauc_ndcg_at_1000_diff1 + value: 29.214476799077342 + - type: nauc_ndcg_at_1000_max + value: 3.6379035546112872 + - type: nauc_ndcg_at_1000_std + value: -32.35757522049194 + - type: nauc_ndcg_at_100_diff1 + value: 29.130004541376298 + - type: nauc_ndcg_at_100_max + value: 2.9580589185293045 + - type: nauc_ndcg_at_100_std + value: -33.26884643871724 + - type: nauc_ndcg_at_10_diff1 + value: 28.521001084366393 + - type: nauc_ndcg_at_10_max + value: 3.630223957267483 + - type: nauc_ndcg_at_10_std + value: -33.14524140940815 + - type: nauc_ndcg_at_1_diff1 + value: 35.51868580113285 + - type: nauc_ndcg_at_1_max + value: 5.117103773147307 + - type: nauc_ndcg_at_1_std + value: -30.633913466736956 + - type: nauc_ndcg_at_20_diff1 + value: 29.194462756848782 + - type: nauc_ndcg_at_20_max + value: 2.61162903136461 + - type: nauc_ndcg_at_20_std + value: -34.59161403211834 + - type: nauc_ndcg_at_3_diff1 + value: 30.183555327135203 + - type: nauc_ndcg_at_3_max + value: 5.61949040917093 + - type: nauc_ndcg_at_3_std + value: -30.350117794058175 + - type: nauc_ndcg_at_5_diff1 + value: 29.74420394139971 + - type: nauc_ndcg_at_5_max + value: 3.952183813937688 + - type: nauc_ndcg_at_5_std + value: -31.807833795302038 + - type: nauc_precision_at_1000_diff1 + value: -5.467049121617333 + - type: nauc_precision_at_1000_max + value: -3.993986884198271 + - type: nauc_precision_at_1000_std + value: -13.703967324212224 + - type: nauc_precision_at_100_diff1 + value: 1.5585428307943647 + - type: nauc_precision_at_100_max + value: -4.250455723613214 + - type: nauc_precision_at_100_std + value: -22.294689856776493 + - type: nauc_precision_at_10_diff1 + value: 11.076036917255259 + - type: nauc_precision_at_10_max + value: -1.5859394644365377 + - type: nauc_precision_at_10_std + value: -34.94912594413202 + - type: nauc_precision_at_1_diff1 + value: 35.51868580113285 + - type: nauc_precision_at_1_max + value: 5.117103773147307 + - type: nauc_precision_at_1_std + value: -30.633913466736956 + - type: nauc_precision_at_20_diff1 + value: 9.311484455773828 + - type: nauc_precision_at_20_max + value: -3.678383428592432 + - type: nauc_precision_at_20_std + value: -33.700002761401635 + - type: nauc_precision_at_3_diff1 + value: 19.2787260874381 + - type: nauc_precision_at_3_max + value: 0.18292109396940018 + - type: nauc_precision_at_3_std + value: -35.23939824276542 + - type: nauc_precision_at_5_diff1 + value: 14.97930592298584 + - type: nauc_precision_at_5_max + value: -1.63540635880963 + - type: nauc_precision_at_5_std + value: -35.908283558321315 + - type: nauc_recall_at_1000_diff1 + value: 26.63056473607804 + - type: nauc_recall_at_1000_max + value: 62.7304558520689 + - type: nauc_recall_at_1000_std + value: 58.12421701377561 + - type: nauc_recall_at_100_diff1 + value: 21.42127379898579 + - type: nauc_recall_at_100_max + value: 1.4748203516921914 + - type: nauc_recall_at_100_std + value: -27.56467339041136 + - type: nauc_recall_at_10_diff1 + value: 21.20479652609812 + - type: nauc_recall_at_10_max + value: 1.7394881489709888 + - type: nauc_recall_at_10_std + value: -32.15116902585072 + - type: nauc_recall_at_1_diff1 + value: 38.60240510083884 + - type: nauc_recall_at_1_max + value: 10.407392664609139 + - type: nauc_recall_at_1_std + value: -17.76327278732833 + - type: nauc_recall_at_20_diff1 + value: 23.049652721582632 + - type: nauc_recall_at_20_max + value: -1.7715787106286838 + - type: nauc_recall_at_20_std + value: -36.14203686002867 + - type: nauc_recall_at_3_diff1 + value: 26.522179829461873 + - type: nauc_recall_at_3_max + value: 6.078208732431124 + - type: nauc_recall_at_3_std + value: -25.02625711226274 + - type: nauc_recall_at_5_diff1 + value: 24.19538553561693 + - type: nauc_recall_at_5_max + value: 2.4963810785503524 + - type: nauc_recall_at_5_std + value: -30.449635496921257 + - type: ndcg_at_1 + value: 30.461 + - type: ndcg_at_10 + value: 37.504 + - type: ndcg_at_100 + value: 46.156000000000006 + - type: ndcg_at_1000 + value: 48.985 + - type: ndcg_at_20 + value: 41.025 + - type: ndcg_at_3 + value: 32.165 + - type: ndcg_at_5 + value: 33.072 + - type: precision_at_1 + value: 30.461 + - type: precision_at_10 + value: 11.032 + - type: precision_at_100 + value: 1.8870000000000002 + - type: precision_at_1000 + value: 0.22499999999999998 + - type: precision_at_20 + value: 6.833 + - type: precision_at_3 + value: 22.532 + - type: precision_at_5 + value: 16.966 + - type: recall_at_1 + value: 16.019 + - type: recall_at_10 + value: 47.557 + - type: recall_at_100 + value: 80.376 + - type: recall_at_1000 + value: 98.904 + - type: recall_at_20 + value: 58.48100000000001 + - type: recall_at_3 + value: 30.682 + - type: recall_at_5 + value: 36.714999999999996 + task: + type: Retrieval + - dataset: + config: eng-spa + name: MTEB XPQARetrieval (eng-spa) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 53.359 + - type: map_at_1 + value: 22.892000000000003 + - type: map_at_10 + value: 45.773 + - type: map_at_100 + value: 47.778999999999996 + - type: map_at_1000 + value: 47.882999999999996 + - type: map_at_20 + value: 46.869 + - type: map_at_3 + value: 37.643 + - type: map_at_5 + value: 43.120999999999995 + - type: mrr_at_1 + value: 47.28877679697352 + - type: mrr_at_10 + value: 56.95890630316857 + - type: mrr_at_100 + value: 57.71103367009639 + - type: mrr_at_1000 + value: 57.73661441948852 + - type: mrr_at_20 + value: 57.37701091311334 + - type: mrr_at_3 + value: 54.74989491382929 + - type: mrr_at_5 + value: 56.08659100462372 + - type: nauc_map_at_1000_diff1 + value: 27.8347129954991 + - type: nauc_map_at_1000_max + value: 38.04300600762859 + - type: nauc_map_at_1000_std + value: -18.294653328262868 + - type: nauc_map_at_100_diff1 + value: 27.818449297770858 + - type: nauc_map_at_100_max + value: 38.03533462156633 + - type: nauc_map_at_100_std + value: -18.332989980880644 + - type: nauc_map_at_10_diff1 + value: 27.520664180018358 + - type: nauc_map_at_10_max + value: 37.67109855753314 + - type: nauc_map_at_10_std + value: -18.496721673888683 + - type: nauc_map_at_1_diff1 + value: 37.56020148060502 + - type: nauc_map_at_1_max + value: 10.298394230150745 + - type: nauc_map_at_1_std + value: -20.41359936101547 + - type: nauc_map_at_20_diff1 + value: 27.615023038189722 + - type: nauc_map_at_20_max + value: 37.808525116320254 + - type: nauc_map_at_20_std + value: -18.49235775420803 + - type: nauc_map_at_3_diff1 + value: 30.797347567428424 + - type: nauc_map_at_3_max + value: 29.374407828869497 + - type: nauc_map_at_3_std + value: -19.75905772914969 + - type: nauc_map_at_5_diff1 + value: 28.431802888884803 + - type: nauc_map_at_5_max + value: 35.57723911610521 + - type: nauc_map_at_5_std + value: -19.093588845366824 + - type: nauc_mrr_at_1000_diff1 + value: 33.263611009054586 + - type: nauc_mrr_at_1000_max + value: 40.620639901613664 + - type: nauc_mrr_at_1000_std + value: -17.083016011032036 + - type: nauc_mrr_at_100_diff1 + value: 33.25375012559163 + - type: nauc_mrr_at_100_max + value: 40.62376205172005 + - type: nauc_mrr_at_100_std + value: -17.091930575226684 + - type: nauc_mrr_at_10_diff1 + value: 33.05787202690095 + - type: nauc_mrr_at_10_max + value: 40.4516362611674 + - type: nauc_mrr_at_10_std + value: -17.088910666499892 + - type: nauc_mrr_at_1_diff1 + value: 36.424151087824555 + - type: nauc_mrr_at_1_max + value: 40.955715626650445 + - type: nauc_mrr_at_1_std + value: -16.56636409111209 + - type: nauc_mrr_at_20_diff1 + value: 33.12029456858138 + - type: nauc_mrr_at_20_max + value: 40.56409347292635 + - type: nauc_mrr_at_20_std + value: -17.102034817242068 + - type: nauc_mrr_at_3_diff1 + value: 33.52377926814156 + - type: nauc_mrr_at_3_max + value: 40.824911575046876 + - type: nauc_mrr_at_3_std + value: -16.855935748811092 + - type: nauc_mrr_at_5_diff1 + value: 33.08646471768442 + - type: nauc_mrr_at_5_max + value: 40.59323589955881 + - type: nauc_mrr_at_5_std + value: -16.77829710500156 + - type: nauc_ndcg_at_1000_diff1 + value: 28.741186244590207 + - type: nauc_ndcg_at_1000_max + value: 40.0113825410539 + - type: nauc_ndcg_at_1000_std + value: -17.15655081742458 + - type: nauc_ndcg_at_100_diff1 + value: 28.680521359782972 + - type: nauc_ndcg_at_100_max + value: 39.94751899984445 + - type: nauc_ndcg_at_100_std + value: -17.82813814043932 + - type: nauc_ndcg_at_10_diff1 + value: 27.22858072673168 + - type: nauc_ndcg_at_10_max + value: 38.600188968554725 + - type: nauc_ndcg_at_10_std + value: -18.517203924893614 + - type: nauc_ndcg_at_1_diff1 + value: 36.424151087824555 + - type: nauc_ndcg_at_1_max + value: 40.955715626650445 + - type: nauc_ndcg_at_1_std + value: -16.56636409111209 + - type: nauc_ndcg_at_20_diff1 + value: 27.56875900623774 + - type: nauc_ndcg_at_20_max + value: 38.95264310199067 + - type: nauc_ndcg_at_20_std + value: -18.709973965688445 + - type: nauc_ndcg_at_3_diff1 + value: 28.682842749851574 + - type: nauc_ndcg_at_3_max + value: 38.361215408395964 + - type: nauc_ndcg_at_3_std + value: -16.800291231827515 + - type: nauc_ndcg_at_5_diff1 + value: 28.178239259093484 + - type: nauc_ndcg_at_5_max + value: 36.77096292606479 + - type: nauc_ndcg_at_5_std + value: -18.718861696641145 + - type: nauc_precision_at_1000_diff1 + value: -7.3686253252869305 + - type: nauc_precision_at_1000_max + value: 31.98896996987639 + - type: nauc_precision_at_1000_std + value: 13.125659676392267 + - type: nauc_precision_at_100_diff1 + value: -2.8239113056969156 + - type: nauc_precision_at_100_max + value: 36.95062472971812 + - type: nauc_precision_at_100_std + value: 7.230228733647562 + - type: nauc_precision_at_10_diff1 + value: 2.5515545798843555 + - type: nauc_precision_at_10_max + value: 45.46146019314904 + - type: nauc_precision_at_10_std + value: -1.3249340536211553 + - type: nauc_precision_at_1_diff1 + value: 36.424151087824555 + - type: nauc_precision_at_1_max + value: 40.955715626650445 + - type: nauc_precision_at_1_std + value: -16.56636409111209 + - type: nauc_precision_at_20_diff1 + value: 0.7202861770489576 + - type: nauc_precision_at_20_max + value: 41.9937596214609 + - type: nauc_precision_at_20_std + value: 0.2756400069730064 + - type: nauc_precision_at_3_diff1 + value: 12.89221206929447 + - type: nauc_precision_at_3_max + value: 48.57775126381142 + - type: nauc_precision_at_3_std + value: -8.042242254131068 + - type: nauc_precision_at_5_diff1 + value: 7.063616193387763 + - type: nauc_precision_at_5_max + value: 47.26496887331675 + - type: nauc_precision_at_5_std + value: -4.735805200913049 + - type: nauc_recall_at_1000_diff1 + value: 2.6650052980682224 + - type: nauc_recall_at_1000_max + value: 81.94826279951472 + - type: nauc_recall_at_1000_std + value: 48.46012388224573 + - type: nauc_recall_at_100_diff1 + value: 24.516371948375827 + - type: nauc_recall_at_100_max + value: 39.17639620389552 + - type: nauc_recall_at_100_std + value: -17.884197602579533 + - type: nauc_recall_at_10_diff1 + value: 19.93892097640112 + - type: nauc_recall_at_10_max + value: 33.079079440022106 + - type: nauc_recall_at_10_std + value: -20.22227622801884 + - type: nauc_recall_at_1_diff1 + value: 37.56020148060502 + - type: nauc_recall_at_1_max + value: 10.298394230150745 + - type: nauc_recall_at_1_std + value: -20.41359936101547 + - type: nauc_recall_at_20_diff1 + value: 20.363784035670633 + - type: nauc_recall_at_20_max + value: 33.39352971625336 + - type: nauc_recall_at_20_std + value: -21.712050932168875 + - type: nauc_recall_at_3_diff1 + value: 26.220072121604655 + - type: nauc_recall_at_3_max + value: 25.853218030218507 + - type: nauc_recall_at_3_std + value: -17.830613372910907 + - type: nauc_recall_at_5_diff1 + value: 22.25850162680252 + - type: nauc_recall_at_5_max + value: 30.89620539042785 + - type: nauc_recall_at_5_std + value: -19.16786434439169 + - type: ndcg_at_1 + value: 47.288999999999994 + - type: ndcg_at_10 + value: 53.359 + - type: ndcg_at_100 + value: 60.25899999999999 + - type: ndcg_at_1000 + value: 61.902 + - type: ndcg_at_20 + value: 56.025000000000006 + - type: ndcg_at_3 + value: 47.221999999999994 + - type: ndcg_at_5 + value: 49.333 + - type: precision_at_1 + value: 47.288999999999994 + - type: precision_at_10 + value: 16.003 + - type: precision_at_100 + value: 2.221 + - type: precision_at_1000 + value: 0.246 + - type: precision_at_20 + value: 8.985 + - type: precision_at_3 + value: 34.510000000000005 + - type: precision_at_5 + value: 26.961000000000002 + - type: recall_at_1 + value: 22.892000000000003 + - type: recall_at_10 + value: 62.928 + - type: recall_at_100 + value: 89.105 + - type: recall_at_1000 + value: 99.319 + - type: recall_at_20 + value: 71.387 + - type: recall_at_3 + value: 43.492999999999995 + - type: recall_at_5 + value: 53.529 + task: + type: Retrieval + - dataset: + config: eng-fra + name: MTEB XPQARetrieval (eng-fra) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 54.888000000000005 + - type: map_at_1 + value: 26.079 + - type: map_at_10 + value: 47.434 + - type: map_at_100 + value: 49.376 + - type: map_at_1000 + value: 49.461 + - type: map_at_20 + value: 48.634 + - type: map_at_3 + value: 40.409 + - type: map_at_5 + value: 44.531 + - type: mrr_at_1 + value: 46.86248331108144 + - type: mrr_at_10 + value: 56.45506177548896 + - type: mrr_at_100 + value: 57.20360629445577 + - type: mrr_at_1000 + value: 57.227004696897986 + - type: mrr_at_20 + value: 56.905302765737865 + - type: mrr_at_3 + value: 54.09434801958164 + - type: mrr_at_5 + value: 55.40943480195811 + - type: nauc_map_at_1000_diff1 + value: 37.739936045535885 + - type: nauc_map_at_1000_max + value: 35.92625003516368 + - type: nauc_map_at_1000_std + value: -15.825119611638398 + - type: nauc_map_at_100_diff1 + value: 37.71697833661983 + - type: nauc_map_at_100_max + value: 35.91174068136317 + - type: nauc_map_at_100_std + value: -15.838841891589006 + - type: nauc_map_at_10_diff1 + value: 37.52309268219689 + - type: nauc_map_at_10_max + value: 35.4887130483351 + - type: nauc_map_at_10_std + value: -16.61132378136234 + - type: nauc_map_at_1_diff1 + value: 42.705087329207984 + - type: nauc_map_at_1_max + value: 12.047671550242974 + - type: nauc_map_at_1_std + value: -17.156030827065834 + - type: nauc_map_at_20_diff1 + value: 37.59446680137666 + - type: nauc_map_at_20_max + value: 35.80559546695052 + - type: nauc_map_at_20_std + value: -16.158338316249786 + - type: nauc_map_at_3_diff1 + value: 38.618415267131816 + - type: nauc_map_at_3_max + value: 27.030227996183925 + - type: nauc_map_at_3_std + value: -18.962500694157857 + - type: nauc_map_at_5_diff1 + value: 37.980845601534256 + - type: nauc_map_at_5_max + value: 32.82374761283266 + - type: nauc_map_at_5_std + value: -17.856875825229565 + - type: nauc_mrr_at_1000_diff1 + value: 40.26059509279346 + - type: nauc_mrr_at_1000_max + value: 39.28453752990871 + - type: nauc_mrr_at_1000_std + value: -13.306217279524212 + - type: nauc_mrr_at_100_diff1 + value: 40.23390833398881 + - type: nauc_mrr_at_100_max + value: 39.26041461025653 + - type: nauc_mrr_at_100_std + value: -13.317700798873153 + - type: nauc_mrr_at_10_diff1 + value: 40.163737640180145 + - type: nauc_mrr_at_10_max + value: 39.27138538165913 + - type: nauc_mrr_at_10_std + value: -13.472971360323038 + - type: nauc_mrr_at_1_diff1 + value: 42.95339241383707 + - type: nauc_mrr_at_1_max + value: 40.62982307619158 + - type: nauc_mrr_at_1_std + value: -10.429597045942748 + - type: nauc_mrr_at_20_diff1 + value: 40.23703505923782 + - type: nauc_mrr_at_20_max + value: 39.27051308063652 + - type: nauc_mrr_at_20_std + value: -13.390197643922038 + - type: nauc_mrr_at_3_diff1 + value: 40.5721313555661 + - type: nauc_mrr_at_3_max + value: 39.254774354468594 + - type: nauc_mrr_at_3_std + value: -13.773803807863827 + - type: nauc_mrr_at_5_diff1 + value: 40.41081287079734 + - type: nauc_mrr_at_5_max + value: 39.515241132077335 + - type: nauc_mrr_at_5_std + value: -13.306544090087336 + - type: nauc_ndcg_at_1000_diff1 + value: 38.04772268296103 + - type: nauc_ndcg_at_1000_max + value: 38.03364565521176 + - type: nauc_ndcg_at_1000_std + value: -14.203182726102263 + - type: nauc_ndcg_at_100_diff1 + value: 37.51752795463643 + - type: nauc_ndcg_at_100_max + value: 37.809671511710604 + - type: nauc_ndcg_at_100_std + value: -13.880578225081408 + - type: nauc_ndcg_at_10_diff1 + value: 36.78438984005559 + - type: nauc_ndcg_at_10_max + value: 36.98105155993232 + - type: nauc_ndcg_at_10_std + value: -16.886308645939113 + - type: nauc_ndcg_at_1_diff1 + value: 42.95339241383707 + - type: nauc_ndcg_at_1_max + value: 40.62982307619158 + - type: nauc_ndcg_at_1_std + value: -10.429597045942748 + - type: nauc_ndcg_at_20_diff1 + value: 36.94164323893683 + - type: nauc_ndcg_at_20_max + value: 37.333583379288285 + - type: nauc_ndcg_at_20_std + value: -15.853318071434716 + - type: nauc_ndcg_at_3_diff1 + value: 36.905604845477384 + - type: nauc_ndcg_at_3_max + value: 35.10252586688781 + - type: nauc_ndcg_at_3_std + value: -17.128435988977742 + - type: nauc_ndcg_at_5_diff1 + value: 37.96742463612705 + - type: nauc_ndcg_at_5_max + value: 34.65945109443365 + - type: nauc_ndcg_at_5_std + value: -17.916428667861183 + - type: nauc_precision_at_1000_diff1 + value: -3.740861894117653 + - type: nauc_precision_at_1000_max + value: 31.993854396874177 + - type: nauc_precision_at_1000_std + value: 17.445629474196448 + - type: nauc_precision_at_100_diff1 + value: -0.4825948747911606 + - type: nauc_precision_at_100_max + value: 35.834638448782954 + - type: nauc_precision_at_100_std + value: 16.82718796079511 + - type: nauc_precision_at_10_diff1 + value: 8.285949866268147 + - type: nauc_precision_at_10_max + value: 45.3292519726866 + - type: nauc_precision_at_10_std + value: 4.5574850748441555 + - type: nauc_precision_at_1_diff1 + value: 42.95339241383707 + - type: nauc_precision_at_1_max + value: 40.62982307619158 + - type: nauc_precision_at_1_std + value: -10.429597045942748 + - type: nauc_precision_at_20_diff1 + value: 4.890590733611442 + - type: nauc_precision_at_20_max + value: 41.83051757078859 + - type: nauc_precision_at_20_std + value: 9.197347125630467 + - type: nauc_precision_at_3_diff1 + value: 17.79940075411976 + - type: nauc_precision_at_3_max + value: 45.224103632426946 + - type: nauc_precision_at_3_std + value: -5.017203435609909 + - type: nauc_precision_at_5_diff1 + value: 13.548063145911929 + - type: nauc_precision_at_5_max + value: 46.84837547409909 + - type: nauc_precision_at_5_std + value: -0.8925939386354484 + - type: nauc_recall_at_1000_diff1 + value: 74.48441717138078 + - type: nauc_recall_at_1000_max + value: 74.66717137705027 + - type: nauc_recall_at_1000_std + value: 0.24030117471512125 + - type: nauc_recall_at_100_diff1 + value: 22.553777341988656 + - type: nauc_recall_at_100_max + value: 31.67861029246527 + - type: nauc_recall_at_100_std + value: 0.2707450517253687 + - type: nauc_recall_at_10_diff1 + value: 28.490866614443235 + - type: nauc_recall_at_10_max + value: 31.722970141434352 + - type: nauc_recall_at_10_std + value: -21.97893365028007 + - type: nauc_recall_at_1_diff1 + value: 42.705087329207984 + - type: nauc_recall_at_1_max + value: 12.047671550242974 + - type: nauc_recall_at_1_std + value: -17.156030827065834 + - type: nauc_recall_at_20_diff1 + value: 27.44043454173112 + - type: nauc_recall_at_20_max + value: 31.454281772040716 + - type: nauc_recall_at_20_std + value: -20.1735695305415 + - type: nauc_recall_at_3_diff1 + value: 34.08447534706394 + - type: nauc_recall_at_3_max + value: 21.793973773840865 + - type: nauc_recall_at_3_std + value: -22.753978372378906 + - type: nauc_recall_at_5_diff1 + value: 33.59686526199479 + - type: nauc_recall_at_5_max + value: 29.188889073761302 + - type: nauc_recall_at_5_std + value: -21.96156333744562 + - type: ndcg_at_1 + value: 46.861999999999995 + - type: ndcg_at_10 + value: 54.888000000000005 + - type: ndcg_at_100 + value: 61.477000000000004 + - type: ndcg_at_1000 + value: 62.768 + - type: ndcg_at_20 + value: 57.812 + - type: ndcg_at_3 + value: 48.721 + - type: ndcg_at_5 + value: 50.282000000000004 + - type: precision_at_1 + value: 46.861999999999995 + - type: precision_at_10 + value: 15.167 + - type: precision_at_100 + value: 2.072 + - type: precision_at_1000 + value: 0.22499999999999998 + - type: precision_at_20 + value: 8.672 + - type: precision_at_3 + value: 33.066 + - type: precision_at_5 + value: 24.726 + - type: recall_at_1 + value: 26.079 + - type: recall_at_10 + value: 66.095 + - type: recall_at_100 + value: 91.65299999999999 + - type: recall_at_1000 + value: 99.83999999999999 + - type: recall_at_20 + value: 75.28 + - type: recall_at_3 + value: 46.874 + - type: recall_at_5 + value: 55.062 + task: + type: Retrieval + - dataset: + config: pol-eng + name: MTEB XPQARetrieval (pol-eng) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 50.831 + - type: map_at_1 + value: 25.549 + - type: map_at_10 + value: 44.432 + - type: map_at_100 + value: 46.431 + - type: map_at_1000 + value: 46.525 + - type: map_at_20 + value: 45.595 + - type: map_at_3 + value: 38.574000000000005 + - type: map_at_5 + value: 42.266999999999996 + - type: mrr_at_1 + value: 43.5006435006435 + - type: mrr_at_10 + value: 51.561255132683684 + - type: mrr_at_100 + value: 52.59912482635216 + - type: mrr_at_1000 + value: 52.631337587043056 + - type: mrr_at_20 + value: 52.23234440063273 + - type: mrr_at_3 + value: 48.97039897039895 + - type: mrr_at_5 + value: 50.31531531531527 + - type: nauc_map_at_1000_diff1 + value: 35.907901295900174 + - type: nauc_map_at_1000_max + value: 24.573763602041687 + - type: nauc_map_at_1000_std + value: -29.524077960309313 + - type: nauc_map_at_100_diff1 + value: 35.86869121827827 + - type: nauc_map_at_100_max + value: 24.532343818487494 + - type: nauc_map_at_100_std + value: -29.613979124488864 + - type: nauc_map_at_10_diff1 + value: 35.90171794022391 + - type: nauc_map_at_10_max + value: 23.90914892943268 + - type: nauc_map_at_10_std + value: -30.43698820061533 + - type: nauc_map_at_1_diff1 + value: 50.80313333312038 + - type: nauc_map_at_1_max + value: 16.649890421888156 + - type: nauc_map_at_1_std + value: -22.323989416471683 + - type: nauc_map_at_20_diff1 + value: 35.77755470212964 + - type: nauc_map_at_20_max + value: 24.199895270297034 + - type: nauc_map_at_20_std + value: -30.223411960170647 + - type: nauc_map_at_3_diff1 + value: 38.964124882315936 + - type: nauc_map_at_3_max + value: 21.187432510177167 + - type: nauc_map_at_3_std + value: -28.976663506389887 + - type: nauc_map_at_5_diff1 + value: 36.04644236616672 + - type: nauc_map_at_5_max + value: 23.501186429317094 + - type: nauc_map_at_5_std + value: -30.068144596060748 + - type: nauc_mrr_at_1000_diff1 + value: 41.36555452105447 + - type: nauc_mrr_at_1000_max + value: 26.376799280402867 + - type: nauc_mrr_at_1000_std + value: -30.008603028757424 + - type: nauc_mrr_at_100_diff1 + value: 41.35523965220727 + - type: nauc_mrr_at_100_max + value: 26.402612115967706 + - type: nauc_mrr_at_100_std + value: -29.991754627128024 + - type: nauc_mrr_at_10_diff1 + value: 41.001395127259315 + - type: nauc_mrr_at_10_max + value: 26.104860505051384 + - type: nauc_mrr_at_10_std + value: -30.38420449487516 + - type: nauc_mrr_at_1_diff1 + value: 44.882846373248206 + - type: nauc_mrr_at_1_max + value: 26.61905322890808 + - type: nauc_mrr_at_1_std + value: -28.724565662206153 + - type: nauc_mrr_at_20_diff1 + value: 41.278009142648834 + - type: nauc_mrr_at_20_max + value: 26.284565529087295 + - type: nauc_mrr_at_20_std + value: -30.19549140549242 + - type: nauc_mrr_at_3_diff1 + value: 41.74663893951077 + - type: nauc_mrr_at_3_max + value: 26.263048464325884 + - type: nauc_mrr_at_3_std + value: -30.676733442965688 + - type: nauc_mrr_at_5_diff1 + value: 41.11461477846568 + - type: nauc_mrr_at_5_max + value: 25.94713927964926 + - type: nauc_mrr_at_5_std + value: -30.317066480767817 + - type: nauc_ndcg_at_1000_diff1 + value: 36.34161052445199 + - type: nauc_ndcg_at_1000_max + value: 26.321036033696206 + - type: nauc_ndcg_at_1000_std + value: -27.59146917115399 + - type: nauc_ndcg_at_100_diff1 + value: 35.66557800007035 + - type: nauc_ndcg_at_100_max + value: 26.282211208336136 + - type: nauc_ndcg_at_100_std + value: -27.905634124461333 + - type: nauc_ndcg_at_10_diff1 + value: 35.34872687407275 + - type: nauc_ndcg_at_10_max + value: 24.018561915792272 + - type: nauc_ndcg_at_10_std + value: -31.57712772869015 + - type: nauc_ndcg_at_1_diff1 + value: 44.882846373248206 + - type: nauc_ndcg_at_1_max + value: 26.865602442152554 + - type: nauc_ndcg_at_1_std + value: -28.509295454329152 + - type: nauc_ndcg_at_20_diff1 + value: 35.46177768045546 + - type: nauc_ndcg_at_20_max + value: 24.921273675141542 + - type: nauc_ndcg_at_20_std + value: -30.84348812979793 + - type: nauc_ndcg_at_3_diff1 + value: 36.84688489063923 + - type: nauc_ndcg_at_3_max + value: 24.088513229463736 + - type: nauc_ndcg_at_3_std + value: -30.05640995379297 + - type: nauc_ndcg_at_5_diff1 + value: 35.623143276796185 + - type: nauc_ndcg_at_5_max + value: 23.76654250474061 + - type: nauc_ndcg_at_5_std + value: -30.87847710074466 + - type: nauc_precision_at_1000_diff1 + value: -16.270532533886932 + - type: nauc_precision_at_1000_max + value: 17.37365042394671 + - type: nauc_precision_at_1000_std + value: 16.27166715693082 + - type: nauc_precision_at_100_diff1 + value: -13.175264889436313 + - type: nauc_precision_at_100_max + value: 19.488571046893963 + - type: nauc_precision_at_100_std + value: 9.055429698007798 + - type: nauc_precision_at_10_diff1 + value: 0.6806938753592942 + - type: nauc_precision_at_10_max + value: 21.933083960522616 + - type: nauc_precision_at_10_std + value: -18.2147036942157 + - type: nauc_precision_at_1_diff1 + value: 44.882846373248206 + - type: nauc_precision_at_1_max + value: 26.865602442152554 + - type: nauc_precision_at_1_std + value: -28.509295454329152 + - type: nauc_precision_at_20_diff1 + value: -4.318119150162302 + - type: nauc_precision_at_20_max + value: 21.089702301041687 + - type: nauc_precision_at_20_std + value: -10.333077681479546 + - type: nauc_precision_at_3_diff1 + value: 11.496076462671107 + - type: nauc_precision_at_3_max + value: 23.018301549827008 + - type: nauc_precision_at_3_std + value: -23.98652995416454 + - type: nauc_precision_at_5_diff1 + value: 4.271050668117355 + - type: nauc_precision_at_5_max + value: 23.61051327966779 + - type: nauc_precision_at_5_std + value: -21.557618503107847 + - type: nauc_recall_at_1000_diff1 + value: 62.23955911850697 + - type: nauc_recall_at_1000_max + value: 83.20491723365542 + - type: nauc_recall_at_1000_std + value: 66.5173462601958 + - type: nauc_recall_at_100_diff1 + value: 20.503778602988177 + - type: nauc_recall_at_100_max + value: 29.379026288767506 + - type: nauc_recall_at_100_std + value: -16.139120874540573 + - type: nauc_recall_at_10_diff1 + value: 27.659110249896557 + - type: nauc_recall_at_10_max + value: 19.69557968026332 + - type: nauc_recall_at_10_std + value: -33.95657132767551 + - type: nauc_recall_at_1_diff1 + value: 50.80313333312038 + - type: nauc_recall_at_1_max + value: 16.649890421888156 + - type: nauc_recall_at_1_std + value: -22.323989416471683 + - type: nauc_recall_at_20_diff1 + value: 27.084453724565176 + - type: nauc_recall_at_20_max + value: 21.40080632474994 + - type: nauc_recall_at_20_std + value: -32.83683639340239 + - type: nauc_recall_at_3_diff1 + value: 34.32950941333572 + - type: nauc_recall_at_3_max + value: 18.55616615958199 + - type: nauc_recall_at_3_std + value: -30.375983327454076 + - type: nauc_recall_at_5_diff1 + value: 29.44516734974564 + - type: nauc_recall_at_5_max + value: 20.630543534300312 + - type: nauc_recall_at_5_std + value: -31.30763062499127 + - type: ndcg_at_1 + value: 43.501 + - type: ndcg_at_10 + value: 50.831 + - type: ndcg_at_100 + value: 58.17099999999999 + - type: ndcg_at_1000 + value: 59.705 + - type: ndcg_at_20 + value: 54.047999999999995 + - type: ndcg_at_3 + value: 44.549 + - type: ndcg_at_5 + value: 46.861000000000004 + - type: precision_at_1 + value: 43.501 + - type: precision_at_10 + value: 12.895999999999999 + - type: precision_at_100 + value: 1.9 + - type: precision_at_1000 + value: 0.21 + - type: precision_at_20 + value: 7.593 + - type: precision_at_3 + value: 29.215000000000003 + - type: precision_at_5 + value: 21.57 + - type: recall_at_1 + value: 25.549 + - type: recall_at_10 + value: 61.795 + - type: recall_at_100 + value: 90.019 + - type: recall_at_1000 + value: 99.807 + - type: recall_at_20 + value: 72.096 + - type: recall_at_3 + value: 43.836999999999996 + - type: recall_at_5 + value: 51.714000000000006 + task: + type: Retrieval + - dataset: + config: pol-pol + name: MTEB XPQARetrieval (pol-pol) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 53.70399999999999 + - type: map_at_1 + value: 27.739000000000004 + - type: map_at_10 + value: 47.469 + - type: map_at_100 + value: 49.392 + - type: map_at_1000 + value: 49.483 + - type: map_at_20 + value: 48.646 + - type: map_at_3 + value: 41.467 + - type: map_at_5 + value: 45.467 + - type: mrr_at_1 + value: 47.00636942675159 + - type: mrr_at_10 + value: 54.63699322616519 + - type: mrr_at_100 + value: 55.54525182833755 + - type: mrr_at_1000 + value: 55.581331515356155 + - type: mrr_at_20 + value: 55.22918377451415 + - type: mrr_at_3 + value: 52.03821656050952 + - type: mrr_at_5 + value: 53.38216560509549 + - type: nauc_map_at_1000_diff1 + value: 45.03530825034854 + - type: nauc_map_at_1000_max + value: 34.22740272603397 + - type: nauc_map_at_1000_std + value: -30.428880484199244 + - type: nauc_map_at_100_diff1 + value: 44.978704455592805 + - type: nauc_map_at_100_max + value: 34.20908357964765 + - type: nauc_map_at_100_std + value: -30.47325365059666 + - type: nauc_map_at_10_diff1 + value: 44.9560579177672 + - type: nauc_map_at_10_max + value: 33.70097588985278 + - type: nauc_map_at_10_std + value: -31.205563222357885 + - type: nauc_map_at_1_diff1 + value: 57.94711780881773 + - type: nauc_map_at_1_max + value: 21.60278071836319 + - type: nauc_map_at_1_std + value: -23.273741268035923 + - type: nauc_map_at_20_diff1 + value: 44.97859054699532 + - type: nauc_map_at_20_max + value: 34.153729150181846 + - type: nauc_map_at_20_std + value: -30.97482545902907 + - type: nauc_map_at_3_diff1 + value: 47.52016138686765 + - type: nauc_map_at_3_max + value: 30.176197065298417 + - type: nauc_map_at_3_std + value: -29.90628984041898 + - type: nauc_map_at_5_diff1 + value: 45.36581638257985 + - type: nauc_map_at_5_max + value: 33.697200263698036 + - type: nauc_map_at_5_std + value: -31.165331120088453 + - type: nauc_mrr_at_1000_diff1 + value: 53.32889526818364 + - type: nauc_mrr_at_1000_max + value: 36.104118340589736 + - type: nauc_mrr_at_1000_std + value: -31.321132494516984 + - type: nauc_mrr_at_100_diff1 + value: 53.30695875258367 + - type: nauc_mrr_at_100_max + value: 36.114890079024455 + - type: nauc_mrr_at_100_std + value: -31.291749322117447 + - type: nauc_mrr_at_10_diff1 + value: 53.189084772141435 + - type: nauc_mrr_at_10_max + value: 35.939061062282484 + - type: nauc_mrr_at_10_std + value: -31.502185884653645 + - type: nauc_mrr_at_1_diff1 + value: 56.89368291041337 + - type: nauc_mrr_at_1_max + value: 36.07581125496313 + - type: nauc_mrr_at_1_std + value: -29.703764232519475 + - type: nauc_mrr_at_20_diff1 + value: 53.23955737199497 + - type: nauc_mrr_at_20_max + value: 36.068824838215676 + - type: nauc_mrr_at_20_std + value: -31.420039428197594 + - type: nauc_mrr_at_3_diff1 + value: 53.74385074861207 + - type: nauc_mrr_at_3_max + value: 35.57054587735015 + - type: nauc_mrr_at_3_std + value: -32.356894834537684 + - type: nauc_mrr_at_5_diff1 + value: 53.66669556981826 + - type: nauc_mrr_at_5_max + value: 36.02102289605049 + - type: nauc_mrr_at_5_std + value: -32.030437067359124 + - type: nauc_ndcg_at_1000_diff1 + value: 46.34900536768847 + - type: nauc_ndcg_at_1000_max + value: 35.6314995837715 + - type: nauc_ndcg_at_1000_std + value: -28.965103958822624 + - type: nauc_ndcg_at_100_diff1 + value: 45.1587893788861 + - type: nauc_ndcg_at_100_max + value: 35.62430753595297 + - type: nauc_ndcg_at_100_std + value: -28.77303405812772 + - type: nauc_ndcg_at_10_diff1 + value: 44.928781590765965 + - type: nauc_ndcg_at_10_max + value: 34.315200006430366 + - type: nauc_ndcg_at_10_std + value: -32.05164097076614 + - type: nauc_ndcg_at_1_diff1 + value: 57.228262350455125 + - type: nauc_ndcg_at_1_max + value: 35.645285703387366 + - type: nauc_ndcg_at_1_std + value: -29.893553821348718 + - type: nauc_ndcg_at_20_diff1 + value: 44.959903633039865 + - type: nauc_ndcg_at_20_max + value: 35.493022926282755 + - type: nauc_ndcg_at_20_std + value: -31.54989291850644 + - type: nauc_ndcg_at_3_diff1 + value: 46.65266185996905 + - type: nauc_ndcg_at_3_max + value: 33.74458119579594 + - type: nauc_ndcg_at_3_std + value: -31.493683304534176 + - type: nauc_ndcg_at_5_diff1 + value: 46.08707037187612 + - type: nauc_ndcg_at_5_max + value: 34.7401426055243 + - type: nauc_ndcg_at_5_std + value: -32.44390676345172 + - type: nauc_precision_at_1000_diff1 + value: -12.11355300492561 + - type: nauc_precision_at_1000_max + value: 14.490738062121233 + - type: nauc_precision_at_1000_std + value: 14.448811005059097 + - type: nauc_precision_at_100_diff1 + value: -9.742085657181239 + - type: nauc_precision_at_100_max + value: 18.030305489251223 + - type: nauc_precision_at_100_std + value: 8.213089709529765 + - type: nauc_precision_at_10_diff1 + value: 5.153466672774969 + - type: nauc_precision_at_10_max + value: 27.29412644661678 + - type: nauc_precision_at_10_std + value: -15.505053884112355 + - type: nauc_precision_at_1_diff1 + value: 57.228262350455125 + - type: nauc_precision_at_1_max + value: 35.645285703387366 + - type: nauc_precision_at_1_std + value: -29.893553821348718 + - type: nauc_precision_at_20_diff1 + value: -0.6812430761066635 + - type: nauc_precision_at_20_max + value: 25.81911286466295 + - type: nauc_precision_at_20_std + value: -8.388506222482595 + - type: nauc_precision_at_3_diff1 + value: 18.263873866510576 + - type: nauc_precision_at_3_max + value: 30.879576105862345 + - type: nauc_precision_at_3_std + value: -24.0342929870108 + - type: nauc_precision_at_5_diff1 + value: 10.9905804265327 + - type: nauc_precision_at_5_max + value: 30.88468087429045 + - type: nauc_precision_at_5_std + value: -20.458684056213507 + - type: nauc_recall_at_1000_diff1 + value: -64.887668417171 + - type: nauc_recall_at_1000_max + value: 52.25501730358092 + - type: nauc_recall_at_1000_std + value: 85.13647916200132 + - type: nauc_recall_at_100_diff1 + value: 18.956777346127655 + - type: nauc_recall_at_100_max + value: 36.10473493564588 + - type: nauc_recall_at_100_std + value: -10.007474558899949 + - type: nauc_recall_at_10_diff1 + value: 33.810344497568046 + - type: nauc_recall_at_10_max + value: 31.395430183214245 + - type: nauc_recall_at_10_std + value: -33.12920524433795 + - type: nauc_recall_at_1_diff1 + value: 57.94711780881773 + - type: nauc_recall_at_1_max + value: 21.60278071836319 + - type: nauc_recall_at_1_std + value: -23.273741268035923 + - type: nauc_recall_at_20_diff1 + value: 31.449657437065397 + - type: nauc_recall_at_20_max + value: 34.519574934321945 + - type: nauc_recall_at_20_std + value: -33.43406862055647 + - type: nauc_recall_at_3_diff1 + value: 42.07841848382365 + - type: nauc_recall_at_3_max + value: 28.7648772833266 + - type: nauc_recall_at_3_std + value: -31.56367736320086 + - type: nauc_recall_at_5_diff1 + value: 39.21392858246301 + - type: nauc_recall_at_5_max + value: 34.28338202081927 + - type: nauc_recall_at_5_std + value: -33.725680523721906 + - type: ndcg_at_1 + value: 46.879 + - type: ndcg_at_10 + value: 53.70399999999999 + - type: ndcg_at_100 + value: 60.532 + - type: ndcg_at_1000 + value: 61.997 + - type: ndcg_at_20 + value: 56.818999999999996 + - type: ndcg_at_3 + value: 47.441 + - type: ndcg_at_5 + value: 49.936 + - type: precision_at_1 + value: 46.879 + - type: precision_at_10 + value: 13.376 + - type: precision_at_100 + value: 1.8980000000000001 + - type: precision_at_1000 + value: 0.208 + - type: precision_at_20 + value: 7.771 + - type: precision_at_3 + value: 30.658 + - type: precision_at_5 + value: 22.828 + - type: recall_at_1 + value: 27.739000000000004 + - type: recall_at_10 + value: 64.197 + - type: recall_at_100 + value: 90.54100000000001 + - type: recall_at_1000 + value: 99.90400000000001 + - type: recall_at_20 + value: 74.178 + - type: recall_at_3 + value: 46.312 + - type: recall_at_5 + value: 54.581999999999994 + task: + type: Retrieval + - dataset: + config: cmn-eng + name: MTEB XPQARetrieval (cmn-eng) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 64.64 + - type: map_at_1 + value: 35.858000000000004 + - type: map_at_10 + value: 58.547000000000004 + - type: map_at_100 + value: 60.108 + - type: map_at_1000 + value: 60.153999999999996 + - type: map_at_20 + value: 59.528000000000006 + - type: map_at_3 + value: 51.578 + - type: map_at_5 + value: 56.206999999999994 + - type: mrr_at_1 + value: 56.95121951219512 + - type: mrr_at_10 + value: 64.93975029036001 + - type: mrr_at_100 + value: 65.63357055718294 + - type: mrr_at_1000 + value: 65.64844109026834 + - type: mrr_at_20 + value: 65.41280668715439 + - type: mrr_at_3 + value: 62.68292682926826 + - type: mrr_at_5 + value: 64.1585365853658 + - type: nauc_map_at_1000_diff1 + value: 45.82740870907091 + - type: nauc_map_at_1000_max + value: 21.9696540066807 + - type: nauc_map_at_1000_std + value: -32.028262356639495 + - type: nauc_map_at_100_diff1 + value: 45.802053117616396 + - type: nauc_map_at_100_max + value: 21.946002070290966 + - type: nauc_map_at_100_std + value: -32.06190418866229 + - type: nauc_map_at_10_diff1 + value: 46.017774155748945 + - type: nauc_map_at_10_max + value: 21.876909086095544 + - type: nauc_map_at_10_std + value: -32.13913568843985 + - type: nauc_map_at_1_diff1 + value: 56.34671160956164 + - type: nauc_map_at_1_max + value: 17.6796949796236 + - type: nauc_map_at_1_std + value: -13.741140688066045 + - type: nauc_map_at_20_diff1 + value: 46.027469176858716 + - type: nauc_map_at_20_max + value: 21.80738432042703 + - type: nauc_map_at_20_std + value: -32.430379634015395 + - type: nauc_map_at_3_diff1 + value: 48.40096725254027 + - type: nauc_map_at_3_max + value: 21.15442803574233 + - type: nauc_map_at_3_std + value: -26.205850292181417 + - type: nauc_map_at_5_diff1 + value: 45.77800041356389 + - type: nauc_map_at_5_max + value: 22.11718771798752 + - type: nauc_map_at_5_std + value: -30.32876338031471 + - type: nauc_mrr_at_1000_diff1 + value: 49.748274798877944 + - type: nauc_mrr_at_1000_max + value: 24.547774167219906 + - type: nauc_mrr_at_1000_std + value: -32.728447209433504 + - type: nauc_mrr_at_100_diff1 + value: 49.734549290377856 + - type: nauc_mrr_at_100_max + value: 24.536933315055222 + - type: nauc_mrr_at_100_std + value: -32.74076335880697 + - type: nauc_mrr_at_10_diff1 + value: 49.82827711456392 + - type: nauc_mrr_at_10_max + value: 24.536773657485075 + - type: nauc_mrr_at_10_std + value: -33.05707547166962 + - type: nauc_mrr_at_1_diff1 + value: 51.954289992321044 + - type: nauc_mrr_at_1_max + value: 26.336255074856886 + - type: nauc_mrr_at_1_std + value: -29.042962019692446 + - type: nauc_mrr_at_20_diff1 + value: 49.70938465628863 + - type: nauc_mrr_at_20_max + value: 24.433219849576947 + - type: nauc_mrr_at_20_std + value: -32.94123791846049 + - type: nauc_mrr_at_3_diff1 + value: 50.289486880347134 + - type: nauc_mrr_at_3_max + value: 24.978796972860142 + - type: nauc_mrr_at_3_std + value: -32.11305594784892 + - type: nauc_mrr_at_5_diff1 + value: 49.95013396316144 + - type: nauc_mrr_at_5_max + value: 24.514452761198303 + - type: nauc_mrr_at_5_std + value: -32.865859962984146 + - type: nauc_ndcg_at_1000_diff1 + value: 45.73806489233998 + - type: nauc_ndcg_at_1000_max + value: 22.404941391043867 + - type: nauc_ndcg_at_1000_std + value: -33.063445720849685 + - type: nauc_ndcg_at_100_diff1 + value: 45.1046206923062 + - type: nauc_ndcg_at_100_max + value: 22.081133719684658 + - type: nauc_ndcg_at_100_std + value: -33.299291459450146 + - type: nauc_ndcg_at_10_diff1 + value: 46.140608688357496 + - type: nauc_ndcg_at_10_max + value: 21.442489279388916 + - type: nauc_ndcg_at_10_std + value: -35.115870342856006 + - type: nauc_ndcg_at_1_diff1 + value: 51.954289992321044 + - type: nauc_ndcg_at_1_max + value: 26.336255074856886 + - type: nauc_ndcg_at_1_std + value: -29.042962019692446 + - type: nauc_ndcg_at_20_diff1 + value: 45.966784725457046 + - type: nauc_ndcg_at_20_max + value: 21.166632858613145 + - type: nauc_ndcg_at_20_std + value: -35.65112890375392 + - type: nauc_ndcg_at_3_diff1 + value: 46.7404863978999 + - type: nauc_ndcg_at_3_max + value: 22.701743709129456 + - type: nauc_ndcg_at_3_std + value: -30.907633466983192 + - type: nauc_ndcg_at_5_diff1 + value: 45.86487199083486 + - type: nauc_ndcg_at_5_max + value: 22.088804840002513 + - type: nauc_ndcg_at_5_std + value: -32.3853481632832 + - type: nauc_precision_at_1000_diff1 + value: -25.69710612774455 + - type: nauc_precision_at_1000_max + value: 1.3964400247388091 + - type: nauc_precision_at_1000_std + value: -8.873947511634814 + - type: nauc_precision_at_100_diff1 + value: -24.013497191077978 + - type: nauc_precision_at_100_max + value: 2.0197725715909343 + - type: nauc_precision_at_100_std + value: -11.387423148770633 + - type: nauc_precision_at_10_diff1 + value: -6.47728645242781 + - type: nauc_precision_at_10_max + value: 6.815261443768304 + - type: nauc_precision_at_10_std + value: -26.825062292855943 + - type: nauc_precision_at_1_diff1 + value: 51.954289992321044 + - type: nauc_precision_at_1_max + value: 26.336255074856886 + - type: nauc_precision_at_1_std + value: -29.042962019692446 + - type: nauc_precision_at_20_diff1 + value: -12.355232044747511 + - type: nauc_precision_at_20_max + value: 4.022126850949725 + - type: nauc_precision_at_20_std + value: -23.688935769326772 + - type: nauc_precision_at_3_diff1 + value: 7.662671665835864 + - type: nauc_precision_at_3_max + value: 14.372394760986248 + - type: nauc_precision_at_3_std + value: -28.635125665532453 + - type: nauc_precision_at_5_diff1 + value: -1.4592476425511611 + - type: nauc_precision_at_5_max + value: 11.124310161474174 + - type: nauc_precision_at_5_std + value: -27.89526669318053 + - type: nauc_recall_at_1000_diff1 + value: -19.58450046684932 + - type: nauc_recall_at_1000_max + value: 70.71661998133165 + - type: nauc_recall_at_1000_std + value: 93.05555555556315 + - type: nauc_recall_at_100_diff1 + value: 15.06356457571853 + - type: nauc_recall_at_100_max + value: 14.051414749344806 + - type: nauc_recall_at_100_std + value: -29.461874235153008 + - type: nauc_recall_at_10_diff1 + value: 41.29842726117901 + - type: nauc_recall_at_10_max + value: 15.768699673830898 + - type: nauc_recall_at_10_std + value: -42.11585661287712 + - type: nauc_recall_at_1_diff1 + value: 56.34671160956164 + - type: nauc_recall_at_1_max + value: 17.6796949796236 + - type: nauc_recall_at_1_std + value: -13.741140688066045 + - type: nauc_recall_at_20_diff1 + value: 38.8078283585263 + - type: nauc_recall_at_20_max + value: 12.06816084005326 + - type: nauc_recall_at_20_std + value: -48.20956170056591 + - type: nauc_recall_at_3_diff1 + value: 44.71028758038993 + - type: nauc_recall_at_3_max + value: 19.1059093689162 + - type: nauc_recall_at_3_std + value: -26.795164453784253 + - type: nauc_recall_at_5_diff1 + value: 41.06320797773054 + - type: nauc_recall_at_5_max + value: 19.117028272530998 + - type: nauc_recall_at_5_std + value: -33.985747504612156 + - type: ndcg_at_1 + value: 56.95099999999999 + - type: ndcg_at_10 + value: 64.64 + - type: ndcg_at_100 + value: 70.017 + - type: ndcg_at_1000 + value: 70.662 + - type: ndcg_at_20 + value: 67.256 + - type: ndcg_at_3 + value: 58.269000000000005 + - type: ndcg_at_5 + value: 60.94199999999999 + - type: precision_at_1 + value: 56.95099999999999 + - type: precision_at_10 + value: 15.671 + - type: precision_at_100 + value: 2.002 + - type: precision_at_1000 + value: 0.208 + - type: precision_at_20 + value: 8.689 + - type: precision_at_3 + value: 36.341 + - type: precision_at_5 + value: 26.854 + - type: recall_at_1 + value: 35.858000000000004 + - type: recall_at_10 + value: 75.02 + - type: recall_at_100 + value: 95.76 + - type: recall_at_1000 + value: 99.837 + - type: recall_at_20 + value: 83.732 + - type: recall_at_3 + value: 57.093 + - type: recall_at_5 + value: 66.193 + task: + type: Retrieval + - dataset: + config: cmn-cmn + name: MTEB XPQARetrieval (cmn-cmn) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 69.446 + - type: map_at_1 + value: 39.995999999999995 + - type: map_at_10 + value: 64.033 + - type: map_at_100 + value: 65.51599999999999 + - type: map_at_1000 + value: 65.545 + - type: map_at_20 + value: 64.958 + - type: map_at_3 + value: 57.767 + - type: map_at_5 + value: 61.998 + - type: mrr_at_1 + value: 63.3495145631068 + - type: mrr_at_10 + value: 70.21146363075978 + - type: mrr_at_100 + value: 70.82810974202124 + - type: mrr_at_1000 + value: 70.83816803303915 + - type: mrr_at_20 + value: 70.60140248428802 + - type: mrr_at_3 + value: 68.66909385113267 + - type: mrr_at_5 + value: 69.56108414239482 + - type: nauc_map_at_1000_diff1 + value: 51.649897072831465 + - type: nauc_map_at_1000_max + value: 38.25222728655331 + - type: nauc_map_at_1000_std + value: -39.10327919949334 + - type: nauc_map_at_100_diff1 + value: 51.644205886401465 + - type: nauc_map_at_100_max + value: 38.23611154355255 + - type: nauc_map_at_100_std + value: -39.1677073977285 + - type: nauc_map_at_10_diff1 + value: 51.81444145636039 + - type: nauc_map_at_10_max + value: 38.03382104326485 + - type: nauc_map_at_10_std + value: -38.999395639812015 + - type: nauc_map_at_1_diff1 + value: 59.785298201044704 + - type: nauc_map_at_1_max + value: 23.273537759937785 + - type: nauc_map_at_1_std + value: -17.838712689290194 + - type: nauc_map_at_20_diff1 + value: 51.680208795601004 + - type: nauc_map_at_20_max + value: 38.23334583518634 + - type: nauc_map_at_20_std + value: -39.24344495939061 + - type: nauc_map_at_3_diff1 + value: 52.180913298194056 + - type: nauc_map_at_3_max + value: 33.45482478000481 + - type: nauc_map_at_3_std + value: -31.682911030586297 + - type: nauc_map_at_5_diff1 + value: 50.804900676175436 + - type: nauc_map_at_5_max + value: 37.68924816012326 + - type: nauc_map_at_5_std + value: -36.85016896616712 + - type: nauc_mrr_at_1000_diff1 + value: 56.371477471577535 + - type: nauc_mrr_at_1000_max + value: 42.773877962050086 + - type: nauc_mrr_at_1000_std + value: -40.41765081873682 + - type: nauc_mrr_at_100_diff1 + value: 56.3619751528192 + - type: nauc_mrr_at_100_max + value: 42.76298794859916 + - type: nauc_mrr_at_100_std + value: -40.44070582448831 + - type: nauc_mrr_at_10_diff1 + value: 56.33810523477712 + - type: nauc_mrr_at_10_max + value: 42.76591937795783 + - type: nauc_mrr_at_10_std + value: -40.69339583030244 + - type: nauc_mrr_at_1_diff1 + value: 58.90399906884378 + - type: nauc_mrr_at_1_max + value: 43.38806571165292 + - type: nauc_mrr_at_1_std + value: -38.224015285584 + - type: nauc_mrr_at_20_diff1 + value: 56.32629070537032 + - type: nauc_mrr_at_20_max + value: 42.79615263472604 + - type: nauc_mrr_at_20_std + value: -40.496777397603076 + - type: nauc_mrr_at_3_diff1 + value: 55.96989454480743 + - type: nauc_mrr_at_3_max + value: 42.49832220744744 + - type: nauc_mrr_at_3_std + value: -39.883799467132384 + - type: nauc_mrr_at_5_diff1 + value: 56.003080766475755 + - type: nauc_mrr_at_5_max + value: 42.73308051011805 + - type: nauc_mrr_at_5_std + value: -39.87179511166683 + - type: nauc_ndcg_at_1000_diff1 + value: 52.49054229225255 + - type: nauc_ndcg_at_1000_max + value: 39.61644750719859 + - type: nauc_ndcg_at_1000_std + value: -40.89845763194674 + - type: nauc_ndcg_at_100_diff1 + value: 52.33511250864434 + - type: nauc_ndcg_at_100_max + value: 39.25530146124452 + - type: nauc_ndcg_at_100_std + value: -41.92444498004374 + - type: nauc_ndcg_at_10_diff1 + value: 52.62031505931842 + - type: nauc_ndcg_at_10_max + value: 38.667195545396766 + - type: nauc_ndcg_at_10_std + value: -42.59503924641507 + - type: nauc_ndcg_at_1_diff1 + value: 58.90399906884378 + - type: nauc_ndcg_at_1_max + value: 43.38806571165292 + - type: nauc_ndcg_at_1_std + value: -38.224015285584 + - type: nauc_ndcg_at_20_diff1 + value: 52.15061629809436 + - type: nauc_ndcg_at_20_max + value: 39.09332400054708 + - type: nauc_ndcg_at_20_std + value: -42.80018671618001 + - type: nauc_ndcg_at_3_diff1 + value: 51.04210728138207 + - type: nauc_ndcg_at_3_max + value: 38.19034802567046 + - type: nauc_ndcg_at_3_std + value: -38.179821090765216 + - type: nauc_ndcg_at_5_diff1 + value: 51.04399574045204 + - type: nauc_ndcg_at_5_max + value: 38.42492210204548 + - type: nauc_ndcg_at_5_std + value: -38.868073241617715 + - type: nauc_precision_at_1000_diff1 + value: -25.151369907213734 + - type: nauc_precision_at_1000_max + value: 9.012549147054989 + - type: nauc_precision_at_1000_std + value: -9.319786589947698 + - type: nauc_precision_at_100_diff1 + value: -23.20945211843088 + - type: nauc_precision_at_100_max + value: 9.860701593969862 + - type: nauc_precision_at_100_std + value: -13.073877818347231 + - type: nauc_precision_at_10_diff1 + value: -6.970781124246847 + - type: nauc_precision_at_10_max + value: 19.392675322254487 + - type: nauc_precision_at_10_std + value: -26.74943490717657 + - type: nauc_precision_at_1_diff1 + value: 58.90399906884378 + - type: nauc_precision_at_1_max + value: 43.38806571165292 + - type: nauc_precision_at_1_std + value: -38.224015285584 + - type: nauc_precision_at_20_diff1 + value: -13.046456108081102 + - type: nauc_precision_at_20_max + value: 15.69439950383875 + - type: nauc_precision_at_20_std + value: -23.836004512018093 + - type: nauc_precision_at_3_diff1 + value: 3.5444232965528846 + - type: nauc_precision_at_3_max + value: 27.08858445453865 + - type: nauc_precision_at_3_std + value: -29.12757283665593 + - type: nauc_precision_at_5_diff1 + value: -3.6853986353320267 + - type: nauc_precision_at_5_max + value: 24.32059689571271 + - type: nauc_precision_at_5_std + value: -27.46188072134163 + - type: nauc_recall_at_1000_diff1 + value: 86.93515141907919 + - type: nauc_recall_at_1000_max + value: 100.0 + - type: nauc_recall_at_1000_std + value: 100.0 + - type: nauc_recall_at_100_diff1 + value: 39.7052887613879 + - type: nauc_recall_at_100_max + value: 18.40943977796887 + - type: nauc_recall_at_100_std + value: -88.74014854144974 + - type: nauc_recall_at_10_diff1 + value: 48.85342500870892 + - type: nauc_recall_at_10_max + value: 32.69617204234419 + - type: nauc_recall_at_10_std + value: -51.9937231860804 + - type: nauc_recall_at_1_diff1 + value: 59.785298201044704 + - type: nauc_recall_at_1_max + value: 23.273537759937785 + - type: nauc_recall_at_1_std + value: -17.838712689290194 + - type: nauc_recall_at_20_diff1 + value: 45.40839773314378 + - type: nauc_recall_at_20_max + value: 33.02458321493215 + - type: nauc_recall_at_20_std + value: -55.97800739448166 + - type: nauc_recall_at_3_diff1 + value: 47.05565693416531 + - type: nauc_recall_at_3_max + value: 28.743850400344297 + - type: nauc_recall_at_3_std + value: -32.436470486397475 + - type: nauc_recall_at_5_diff1 + value: 45.30223758669577 + - type: nauc_recall_at_5_max + value: 33.6567274747059 + - type: nauc_recall_at_5_std + value: -39.946712017948514 + - type: ndcg_at_1 + value: 63.349999999999994 + - type: ndcg_at_10 + value: 69.446 + - type: ndcg_at_100 + value: 74.439 + - type: ndcg_at_1000 + value: 74.834 + - type: ndcg_at_20 + value: 71.763 + - type: ndcg_at_3 + value: 64.752 + - type: ndcg_at_5 + value: 66.316 + - type: precision_at_1 + value: 63.349999999999994 + - type: precision_at_10 + value: 16.286 + - type: precision_at_100 + value: 2.024 + - type: precision_at_1000 + value: 0.207 + - type: precision_at_20 + value: 8.908000000000001 + - type: precision_at_3 + value: 40.655 + - type: precision_at_5 + value: 28.859 + - type: recall_at_1 + value: 39.995999999999995 + - type: recall_at_10 + value: 78.107 + - type: recall_at_100 + value: 97.538 + - type: recall_at_1000 + value: 99.96000000000001 + - type: recall_at_20 + value: 85.72 + - type: recall_at_3 + value: 63.291 + - type: recall_at_5 + value: 70.625 + task: + type: Retrieval + - dataset: + config: spa-eng + name: MTEB XPQARetrieval (spa-eng) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 68.258 + - type: map_at_1 + value: 33.06 + - type: map_at_10 + value: 61.590999999999994 + - type: map_at_100 + value: 63.341 + - type: map_at_1000 + value: 63.385999999999996 + - type: map_at_20 + value: 62.77700000000001 + - type: map_at_3 + value: 52.547999999999995 + - type: map_at_5 + value: 58.824 + - type: mrr_at_1 + value: 63.80832282471627 + - type: mrr_at_10 + value: 70.76848015372607 + - type: mrr_at_100 + value: 71.33996704518061 + - type: mrr_at_1000 + value: 71.35368444388072 + - type: mrr_at_20 + value: 71.18191741103522 + - type: mrr_at_3 + value: 68.83144178226142 + - type: mrr_at_5 + value: 69.88440521227405 + - type: nauc_map_at_1000_diff1 + value: 41.59255746310511 + - type: nauc_map_at_1000_max + value: 42.064075373358065 + - type: nauc_map_at_1000_std + value: -25.130730194381723 + - type: nauc_map_at_100_diff1 + value: 41.56447648820406 + - type: nauc_map_at_100_max + value: 42.06711634651607 + - type: nauc_map_at_100_std + value: -25.14871585556968 + - type: nauc_map_at_10_diff1 + value: 41.28968387107058 + - type: nauc_map_at_10_max + value: 41.511538272139774 + - type: nauc_map_at_10_std + value: -25.99906440164276 + - type: nauc_map_at_1_diff1 + value: 51.09859596320021 + - type: nauc_map_at_1_max + value: 12.406789321338222 + - type: nauc_map_at_1_std + value: -18.227486548655076 + - type: nauc_map_at_20_diff1 + value: 41.39469672947315 + - type: nauc_map_at_20_max + value: 41.98309315808902 + - type: nauc_map_at_20_std + value: -25.44704720985219 + - type: nauc_map_at_3_diff1 + value: 43.16164995512842 + - type: nauc_map_at_3_max + value: 30.935400935562818 + - type: nauc_map_at_3_std + value: -23.53095555148866 + - type: nauc_map_at_5_diff1 + value: 41.23474352142375 + - type: nauc_map_at_5_max + value: 39.03088859147947 + - type: nauc_map_at_5_std + value: -26.046526443708366 + - type: nauc_mrr_at_1000_diff1 + value: 51.79649678213789 + - type: nauc_mrr_at_1000_max + value: 50.50340748045259 + - type: nauc_mrr_at_1000_std + value: -24.777183703493407 + - type: nauc_mrr_at_100_diff1 + value: 51.78609028166551 + - type: nauc_mrr_at_100_max + value: 50.51732896833555 + - type: nauc_mrr_at_100_std + value: -24.760054686874717 + - type: nauc_mrr_at_10_diff1 + value: 51.705268395036995 + - type: nauc_mrr_at_10_max + value: 50.35818415293149 + - type: nauc_mrr_at_10_std + value: -25.170367120250404 + - type: nauc_mrr_at_1_diff1 + value: 53.91475115581825 + - type: nauc_mrr_at_1_max + value: 49.122529616282016 + - type: nauc_mrr_at_1_std + value: -22.377647552937155 + - type: nauc_mrr_at_20_diff1 + value: 51.778984221197774 + - type: nauc_mrr_at_20_max + value: 50.5070957827813 + - type: nauc_mrr_at_20_std + value: -24.908935023607285 + - type: nauc_mrr_at_3_diff1 + value: 51.82683773090423 + - type: nauc_mrr_at_3_max + value: 50.77993196421369 + - type: nauc_mrr_at_3_std + value: -24.3925832021831 + - type: nauc_mrr_at_5_diff1 + value: 51.722232683543034 + - type: nauc_mrr_at_5_max + value: 50.334865493961864 + - type: nauc_mrr_at_5_std + value: -25.513593495703297 + - type: nauc_ndcg_at_1000_diff1 + value: 44.21851582991263 + - type: nauc_ndcg_at_1000_max + value: 45.73539068637836 + - type: nauc_ndcg_at_1000_std + value: -24.716522467580397 + - type: nauc_ndcg_at_100_diff1 + value: 43.8002401615357 + - type: nauc_ndcg_at_100_max + value: 45.801409410061915 + - type: nauc_ndcg_at_100_std + value: -24.73171742499903 + - type: nauc_ndcg_at_10_diff1 + value: 42.540922778755885 + - type: nauc_ndcg_at_10_max + value: 44.348836943874595 + - type: nauc_ndcg_at_10_std + value: -28.05403666494785 + - type: nauc_ndcg_at_1_diff1 + value: 53.91475115581825 + - type: nauc_ndcg_at_1_max + value: 49.122529616282016 + - type: nauc_ndcg_at_1_std + value: -22.377647552937155 + - type: nauc_ndcg_at_20_diff1 + value: 43.10347921163421 + - type: nauc_ndcg_at_20_max + value: 45.53253270265022 + - type: nauc_ndcg_at_20_std + value: -26.63902791862846 + - type: nauc_ndcg_at_3_diff1 + value: 42.41720274782384 + - type: nauc_ndcg_at_3_max + value: 42.91778219334943 + - type: nauc_ndcg_at_3_std + value: -24.793252033594076 + - type: nauc_ndcg_at_5_diff1 + value: 42.51515034945093 + - type: nauc_ndcg_at_5_max + value: 41.62080576508792 + - type: nauc_ndcg_at_5_std + value: -28.209669314955065 + - type: nauc_precision_at_1000_diff1 + value: -14.89794075433148 + - type: nauc_precision_at_1000_max + value: 27.85387929356412 + - type: nauc_precision_at_1000_std + value: 10.728618597190849 + - type: nauc_precision_at_100_diff1 + value: -13.075270046295856 + - type: nauc_precision_at_100_max + value: 29.77208946756632 + - type: nauc_precision_at_100_std + value: 8.491662697326039 + - type: nauc_precision_at_10_diff1 + value: -4.0826025188781205 + - type: nauc_precision_at_10_max + value: 39.04278085180075 + - type: nauc_precision_at_10_std + value: -5.925408651372333 + - type: nauc_precision_at_1_diff1 + value: 53.91475115581825 + - type: nauc_precision_at_1_max + value: 49.122529616282016 + - type: nauc_precision_at_1_std + value: -22.377647552937155 + - type: nauc_precision_at_20_diff1 + value: -7.93186440645135 + - type: nauc_precision_at_20_max + value: 35.81281308891365 + - type: nauc_precision_at_20_std + value: 0.1241277857515697 + - type: nauc_precision_at_3_diff1 + value: 7.563562511484409 + - type: nauc_precision_at_3_max + value: 43.43738862378524 + - type: nauc_precision_at_3_std + value: -11.958059731912615 + - type: nauc_precision_at_5_diff1 + value: -0.1801152449011624 + - type: nauc_precision_at_5_max + value: 41.32486715619513 + - type: nauc_precision_at_5_std + value: -10.088699021919552 + - type: nauc_recall_at_1000_diff1 + value: 86.93359696819986 + - type: nauc_recall_at_1000_max + value: 100.0 + - type: nauc_recall_at_1000_std + value: 72.21843645604022 + - type: nauc_recall_at_100_diff1 + value: 29.86050842714198 + - type: nauc_recall_at_100_max + value: 48.106658251136245 + - type: nauc_recall_at_100_std + value: -14.981886214880035 + - type: nauc_recall_at_10_diff1 + value: 33.67119240737528 + - type: nauc_recall_at_10_max + value: 39.271984859561414 + - type: nauc_recall_at_10_std + value: -35.6434883839217 + - type: nauc_recall_at_1_diff1 + value: 51.09859596320021 + - type: nauc_recall_at_1_max + value: 12.406789321338222 + - type: nauc_recall_at_1_std + value: -18.227486548655076 + - type: nauc_recall_at_20_diff1 + value: 33.211979983240724 + - type: nauc_recall_at_20_max + value: 43.47676074743184 + - type: nauc_recall_at_20_std + value: -33.88107138395349 + - type: nauc_recall_at_3_diff1 + value: 39.22513750146998 + - type: nauc_recall_at_3_max + value: 27.066674083840166 + - type: nauc_recall_at_3_std + value: -26.963282529629893 + - type: nauc_recall_at_5_diff1 + value: 36.53718917129459 + - type: nauc_recall_at_5_max + value: 35.40550013169686 + - type: nauc_recall_at_5_std + value: -34.209159379410806 + - type: ndcg_at_1 + value: 63.808 + - type: ndcg_at_10 + value: 68.258 + - type: ndcg_at_100 + value: 73.38799999999999 + - type: ndcg_at_1000 + value: 74.03 + - type: ndcg_at_20 + value: 70.968 + - type: ndcg_at_3 + value: 62.33 + - type: ndcg_at_5 + value: 64.096 + - type: precision_at_1 + value: 63.808 + - type: precision_at_10 + value: 19.243 + - type: precision_at_100 + value: 2.367 + - type: precision_at_1000 + value: 0.245 + - type: precision_at_20 + value: 10.599 + - type: precision_at_3 + value: 44.515 + - type: precision_at_5 + value: 33.467999999999996 + - type: recall_at_1 + value: 33.06 + - type: recall_at_10 + value: 77.423 + - type: recall_at_100 + value: 95.923 + - type: recall_at_1000 + value: 99.874 + - type: recall_at_20 + value: 85.782 + - type: recall_at_3 + value: 57.098000000000006 + - type: recall_at_5 + value: 67.472 + task: + type: Retrieval + - dataset: + config: spa-spa + name: MTEB XPQARetrieval (spa-spa) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 72.004 + - type: map_at_1 + value: 36.248000000000005 + - type: map_at_10 + value: 65.679 + - type: map_at_100 + value: 67.22399999999999 + - type: map_at_1000 + value: 67.264 + - type: map_at_20 + value: 66.705 + - type: map_at_3 + value: 56.455 + - type: map_at_5 + value: 62.997 + - type: mrr_at_1 + value: 67.71752837326608 + - type: mrr_at_10 + value: 74.59782021257429 + - type: mrr_at_100 + value: 75.0640960767943 + - type: mrr_at_1000 + value: 75.07324799466076 + - type: mrr_at_20 + value: 74.9323963386884 + - type: mrr_at_3 + value: 72.95081967213115 + - type: mrr_at_5 + value: 73.82723833543506 + - type: nauc_map_at_1000_diff1 + value: 43.111810717567714 + - type: nauc_map_at_1000_max + value: 44.835247208972476 + - type: nauc_map_at_1000_std + value: -32.798405973931985 + - type: nauc_map_at_100_diff1 + value: 43.090223482932764 + - type: nauc_map_at_100_max + value: 44.83392441557943 + - type: nauc_map_at_100_std + value: -32.81149166676563 + - type: nauc_map_at_10_diff1 + value: 42.87841934951979 + - type: nauc_map_at_10_max + value: 43.9838653389494 + - type: nauc_map_at_10_std + value: -33.588084643627084 + - type: nauc_map_at_1_diff1 + value: 54.509245848379095 + - type: nauc_map_at_1_max + value: 10.05921648322742 + - type: nauc_map_at_1_std + value: -24.652326014826762 + - type: nauc_map_at_20_diff1 + value: 43.07468612984794 + - type: nauc_map_at_20_max + value: 44.75663122615032 + - type: nauc_map_at_20_std + value: -33.11788887878321 + - type: nauc_map_at_3_diff1 + value: 44.63272828938906 + - type: nauc_map_at_3_max + value: 32.1584369869227 + - type: nauc_map_at_3_std + value: -30.761662210142944 + - type: nauc_map_at_5_diff1 + value: 42.77296997803048 + - type: nauc_map_at_5_max + value: 41.78894616737652 + - type: nauc_map_at_5_std + value: -33.56459774477362 + - type: nauc_mrr_at_1000_diff1 + value: 53.097544131833494 + - type: nauc_mrr_at_1000_max + value: 50.61134979184588 + - type: nauc_mrr_at_1000_std + value: -35.6221191487669 + - type: nauc_mrr_at_100_diff1 + value: 53.096609856182106 + - type: nauc_mrr_at_100_max + value: 50.61951585642645 + - type: nauc_mrr_at_100_std + value: -35.62396157508327 + - type: nauc_mrr_at_10_diff1 + value: 52.771534471912304 + - type: nauc_mrr_at_10_max + value: 50.430863224435726 + - type: nauc_mrr_at_10_std + value: -36.027992076620365 + - type: nauc_mrr_at_1_diff1 + value: 55.05316238884337 + - type: nauc_mrr_at_1_max + value: 49.461858515275196 + - type: nauc_mrr_at_1_std + value: -31.87492636319712 + - type: nauc_mrr_at_20_diff1 + value: 53.083253469629746 + - type: nauc_mrr_at_20_max + value: 50.62156424256193 + - type: nauc_mrr_at_20_std + value: -35.879153692447154 + - type: nauc_mrr_at_3_diff1 + value: 52.98283109188415 + - type: nauc_mrr_at_3_max + value: 50.83561260429378 + - type: nauc_mrr_at_3_std + value: -35.30839538038797 + - type: nauc_mrr_at_5_diff1 + value: 52.93270510879709 + - type: nauc_mrr_at_5_max + value: 50.54595596761199 + - type: nauc_mrr_at_5_std + value: -35.84059376434395 + - type: nauc_ndcg_at_1000_diff1 + value: 45.343685089209416 + - type: nauc_ndcg_at_1000_max + value: 47.801141576669465 + - type: nauc_ndcg_at_1000_std + value: -33.512958862879195 + - type: nauc_ndcg_at_100_diff1 + value: 45.255590461515894 + - type: nauc_ndcg_at_100_max + value: 47.99240031881967 + - type: nauc_ndcg_at_100_std + value: -33.614465006695205 + - type: nauc_ndcg_at_10_diff1 + value: 43.93472511731019 + - type: nauc_ndcg_at_10_max + value: 45.92599752897053 + - type: nauc_ndcg_at_10_std + value: -36.43629114491574 + - type: nauc_ndcg_at_1_diff1 + value: 55.05316238884337 + - type: nauc_ndcg_at_1_max + value: 49.461858515275196 + - type: nauc_ndcg_at_1_std + value: -31.87492636319712 + - type: nauc_ndcg_at_20_diff1 + value: 44.93534591273201 + - type: nauc_ndcg_at_20_max + value: 47.55153940713458 + - type: nauc_ndcg_at_20_std + value: -35.56392448745206 + - type: nauc_ndcg_at_3_diff1 + value: 43.17916122133396 + - type: nauc_ndcg_at_3_max + value: 45.603634205103276 + - type: nauc_ndcg_at_3_std + value: -32.473227507181214 + - type: nauc_ndcg_at_5_diff1 + value: 44.10242961669216 + - type: nauc_ndcg_at_5_max + value: 43.61666669031808 + - type: nauc_ndcg_at_5_std + value: -35.98808321497782 + - type: nauc_precision_at_1000_diff1 + value: -23.264714449991146 + - type: nauc_precision_at_1000_max + value: 28.505729576735465 + - type: nauc_precision_at_1000_std + value: 11.987379232920926 + - type: nauc_precision_at_100_diff1 + value: -21.156119174614627 + - type: nauc_precision_at_100_max + value: 30.711646221646255 + - type: nauc_precision_at_100_std + value: 9.650486536340322 + - type: nauc_precision_at_10_diff1 + value: -10.98001328477502 + - type: nauc_precision_at_10_max + value: 39.25638073760597 + - type: nauc_precision_at_10_std + value: -4.3456859257488 + - type: nauc_precision_at_1_diff1 + value: 55.05316238884337 + - type: nauc_precision_at_1_max + value: 49.461858515275196 + - type: nauc_precision_at_1_std + value: -31.87492636319712 + - type: nauc_precision_at_20_diff1 + value: -14.97565390664424 + - type: nauc_precision_at_20_max + value: 36.383835295942355 + - type: nauc_precision_at_20_std + value: 1.525158880381114 + - type: nauc_precision_at_3_diff1 + value: 1.0448345623903483 + - type: nauc_precision_at_3_max + value: 45.69772060667404 + - type: nauc_precision_at_3_std + value: -13.002685018948293 + - type: nauc_precision_at_5_diff1 + value: -5.434185597628904 + - type: nauc_precision_at_5_max + value: 42.99162431099203 + - type: nauc_precision_at_5_std + value: -9.789308817624534 + - type: nauc_recall_at_1000_diff1 + value: 12.309303236094845 + - type: nauc_recall_at_1000_max + value: 100.0 + - type: nauc_recall_at_1000_std + value: 86.93359696819986 + - type: nauc_recall_at_100_diff1 + value: 39.093544920901415 + - type: nauc_recall_at_100_max + value: 55.62814395062938 + - type: nauc_recall_at_100_std + value: -22.6919033301514 + - type: nauc_recall_at_10_diff1 + value: 35.50100141633622 + - type: nauc_recall_at_10_max + value: 39.25750019586647 + - type: nauc_recall_at_10_std + value: -43.01273078031791 + - type: nauc_recall_at_1_diff1 + value: 54.509245848379095 + - type: nauc_recall_at_1_max + value: 10.05921648322742 + - type: nauc_recall_at_1_std + value: -24.652326014826762 + - type: nauc_recall_at_20_diff1 + value: 38.1281707132327 + - type: nauc_recall_at_20_max + value: 43.97950642900301 + - type: nauc_recall_at_20_std + value: -44.049952771307574 + - type: nauc_recall_at_3_diff1 + value: 40.01986938242728 + - type: nauc_recall_at_3_max + value: 27.517114421061173 + - type: nauc_recall_at_3_std + value: -32.99056780232045 + - type: nauc_recall_at_5_diff1 + value: 38.52035606499483 + - type: nauc_recall_at_5_max + value: 37.05834604678859 + - type: nauc_recall_at_5_std + value: -39.86196378897912 + - type: ndcg_at_1 + value: 67.718 + - type: ndcg_at_10 + value: 72.004 + - type: ndcg_at_100 + value: 76.554 + - type: ndcg_at_1000 + value: 77.07300000000001 + - type: ndcg_at_20 + value: 74.37899999999999 + - type: ndcg_at_3 + value: 66.379 + - type: ndcg_at_5 + value: 68.082 + - type: precision_at_1 + value: 67.718 + - type: precision_at_10 + value: 19.849 + - type: precision_at_100 + value: 2.3800000000000003 + - type: precision_at_1000 + value: 0.245 + - type: precision_at_20 + value: 10.813 + - type: precision_at_3 + value: 46.574 + - type: precision_at_5 + value: 34.83 + - type: recall_at_1 + value: 36.248000000000005 + - type: recall_at_10 + value: 80.252 + - type: recall_at_100 + value: 96.73 + - type: recall_at_1000 + value: 99.874 + - type: recall_at_20 + value: 87.703 + - type: recall_at_3 + value: 60.815 + - type: recall_at_5 + value: 71.16 + task: + type: Retrieval + - dataset: + config: fra-eng + name: MTEB XPQARetrieval (fra-eng) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 73.729 + - type: map_at_1 + value: 43.964999999999996 + - type: map_at_10 + value: 67.803 + - type: map_at_100 + value: 69.188 + - type: map_at_1000 + value: 69.21000000000001 + - type: map_at_20 + value: 68.747 + - type: map_at_3 + value: 60.972 + - type: map_at_5 + value: 65.39399999999999 + - type: mrr_at_1 + value: 68.4913217623498 + - type: mrr_at_10 + value: 75.2600822260368 + - type: mrr_at_100 + value: 75.6599169808848 + - type: mrr_at_1000 + value: 75.66720883727534 + - type: mrr_at_20 + value: 75.52375865860405 + - type: mrr_at_3 + value: 73.54250111259452 + - type: mrr_at_5 + value: 74.51713395638626 + - type: nauc_map_at_1000_diff1 + value: 46.81533703002097 + - type: nauc_map_at_1000_max + value: 46.30794757084772 + - type: nauc_map_at_1000_std + value: -14.953470500312335 + - type: nauc_map_at_100_diff1 + value: 46.82464740277745 + - type: nauc_map_at_100_max + value: 46.32852879948254 + - type: nauc_map_at_100_std + value: -14.950035098066172 + - type: nauc_map_at_10_diff1 + value: 46.31406143369831 + - type: nauc_map_at_10_max + value: 45.337593270786634 + - type: nauc_map_at_10_std + value: -16.011789445907876 + - type: nauc_map_at_1_diff1 + value: 57.097134715065835 + - type: nauc_map_at_1_max + value: 21.93931500350721 + - type: nauc_map_at_1_std + value: -15.134457251301637 + - type: nauc_map_at_20_diff1 + value: 46.47030891134173 + - type: nauc_map_at_20_max + value: 46.29169960276292 + - type: nauc_map_at_20_std + value: -15.14241106541829 + - type: nauc_map_at_3_diff1 + value: 50.27064228648596 + - type: nauc_map_at_3_max + value: 39.43058773971639 + - type: nauc_map_at_3_std + value: -16.16545993089126 + - type: nauc_map_at_5_diff1 + value: 46.974867679747426 + - type: nauc_map_at_5_max + value: 44.31091104855002 + - type: nauc_map_at_5_std + value: -16.50175337658926 + - type: nauc_mrr_at_1000_diff1 + value: 55.20294005110399 + - type: nauc_mrr_at_1000_max + value: 51.947725719119966 + - type: nauc_mrr_at_1000_std + value: -14.586112939597232 + - type: nauc_mrr_at_100_diff1 + value: 55.20426251109304 + - type: nauc_mrr_at_100_max + value: 51.95648725402534 + - type: nauc_mrr_at_100_std + value: -14.579769236539143 + - type: nauc_mrr_at_10_diff1 + value: 54.93870506205835 + - type: nauc_mrr_at_10_max + value: 51.89312772900638 + - type: nauc_mrr_at_10_std + value: -14.692635010092939 + - type: nauc_mrr_at_1_diff1 + value: 56.54945935175171 + - type: nauc_mrr_at_1_max + value: 51.28134504197991 + - type: nauc_mrr_at_1_std + value: -12.909042186563061 + - type: nauc_mrr_at_20_diff1 + value: 55.10667018041461 + - type: nauc_mrr_at_20_max + value: 51.98236870783707 + - type: nauc_mrr_at_20_std + value: -14.599377575198025 + - type: nauc_mrr_at_3_diff1 + value: 55.67124311746892 + - type: nauc_mrr_at_3_max + value: 51.77903236246767 + - type: nauc_mrr_at_3_std + value: -14.94452633860763 + - type: nauc_mrr_at_5_diff1 + value: 55.42849172366371 + - type: nauc_mrr_at_5_max + value: 51.76902965753959 + - type: nauc_mrr_at_5_std + value: -15.357993534727072 + - type: nauc_ndcg_at_1000_diff1 + value: 48.736844959280326 + - type: nauc_ndcg_at_1000_max + value: 48.92891159935398 + - type: nauc_ndcg_at_1000_std + value: -13.983968675611056 + - type: nauc_ndcg_at_100_diff1 + value: 48.73859328503975 + - type: nauc_ndcg_at_100_max + value: 49.31867149556439 + - type: nauc_ndcg_at_100_std + value: -13.72387564912742 + - type: nauc_ndcg_at_10_diff1 + value: 46.50313862975287 + - type: nauc_ndcg_at_10_max + value: 47.13599793554596 + - type: nauc_ndcg_at_10_std + value: -16.317919977400113 + - type: nauc_ndcg_at_1_diff1 + value: 56.54945935175171 + - type: nauc_ndcg_at_1_max + value: 51.28134504197991 + - type: nauc_ndcg_at_1_std + value: -12.909042186563061 + - type: nauc_ndcg_at_20_diff1 + value: 47.01727117133912 + - type: nauc_ndcg_at_20_max + value: 49.121366036709105 + - type: nauc_ndcg_at_20_std + value: -14.411078677638775 + - type: nauc_ndcg_at_3_diff1 + value: 49.229581145458276 + - type: nauc_ndcg_at_3_max + value: 47.427609717032 + - type: nauc_ndcg_at_3_std + value: -16.52066627289908 + - type: nauc_ndcg_at_5_diff1 + value: 48.0152514127505 + - type: nauc_ndcg_at_5_max + value: 46.12152407850816 + - type: nauc_ndcg_at_5_std + value: -17.613295491954656 + - type: nauc_precision_at_1000_diff1 + value: -25.959006032642463 + - type: nauc_precision_at_1000_max + value: 12.81002362947137 + - type: nauc_precision_at_1000_std + value: 12.575312826061513 + - type: nauc_precision_at_100_diff1 + value: -24.35413527283394 + - type: nauc_precision_at_100_max + value: 14.878359236477303 + - type: nauc_precision_at_100_std + value: 12.384426050018428 + - type: nauc_precision_at_10_diff1 + value: -17.93220761770618 + - type: nauc_precision_at_10_max + value: 23.523485811847294 + - type: nauc_precision_at_10_std + value: 4.424456968716939 + - type: nauc_precision_at_1_diff1 + value: 56.54945935175171 + - type: nauc_precision_at_1_max + value: 51.28134504197991 + - type: nauc_precision_at_1_std + value: -12.909042186563061 + - type: nauc_precision_at_20_diff1 + value: -21.776871398686936 + - type: nauc_precision_at_20_max + value: 21.18436338264366 + - type: nauc_precision_at_20_std + value: 9.937274986573321 + - type: nauc_precision_at_3_diff1 + value: -1.2411845580934435 + - type: nauc_precision_at_3_max + value: 34.962281941875 + - type: nauc_precision_at_3_std + value: -2.447892908501237 + - type: nauc_precision_at_5_diff1 + value: -11.134164534114085 + - type: nauc_precision_at_5_max + value: 30.22079740070525 + - type: nauc_precision_at_5_std + value: -0.24232594421765946 + - type: nauc_recall_at_1000_diff1 + value: .nan + - type: nauc_recall_at_1000_max + value: .nan + - type: nauc_recall_at_1000_std + value: .nan + - type: nauc_recall_at_100_diff1 + value: 43.3647412452869 + - type: nauc_recall_at_100_max + value: 63.50094950500327 + - type: nauc_recall_at_100_std + value: 2.3911909633714044 + - type: nauc_recall_at_10_diff1 + value: 33.993445071666855 + - type: nauc_recall_at_10_max + value: 41.38694129134144 + - type: nauc_recall_at_10_std + value: -19.308698266099096 + - type: nauc_recall_at_1_diff1 + value: 57.097134715065835 + - type: nauc_recall_at_1_max + value: 21.93931500350721 + - type: nauc_recall_at_1_std + value: -15.134457251301637 + - type: nauc_recall_at_20_diff1 + value: 32.03888531880772 + - type: nauc_recall_at_20_max + value: 49.660787482562085 + - type: nauc_recall_at_20_std + value: -12.641456758778382 + - type: nauc_recall_at_3_diff1 + value: 47.94527082900579 + - type: nauc_recall_at_3_max + value: 36.51733131437679 + - type: nauc_recall_at_3_std + value: -18.65511713247495 + - type: nauc_recall_at_5_diff1 + value: 42.04545772092305 + - type: nauc_recall_at_5_max + value: 41.21440912972303 + - type: nauc_recall_at_5_std + value: -21.47386527081128 + - type: ndcg_at_1 + value: 68.491 + - type: ndcg_at_10 + value: 73.729 + - type: ndcg_at_100 + value: 77.684 + - type: ndcg_at_1000 + value: 78.084 + - type: ndcg_at_20 + value: 75.795 + - type: ndcg_at_3 + value: 68.568 + - type: ndcg_at_5 + value: 70.128 + - type: precision_at_1 + value: 68.491 + - type: precision_at_10 + value: 16.996 + - type: precision_at_100 + value: 2.023 + - type: precision_at_1000 + value: 0.207 + - type: precision_at_20 + value: 9.246 + - type: precision_at_3 + value: 41.923 + - type: precision_at_5 + value: 29.826000000000004 + - type: recall_at_1 + value: 43.964999999999996 + - type: recall_at_10 + value: 82.777 + - type: recall_at_100 + value: 97.287 + - type: recall_at_1000 + value: 100.0 + - type: recall_at_20 + value: 89.183 + - type: recall_at_3 + value: 65.803 + - type: recall_at_5 + value: 74.119 + task: + type: Retrieval + - dataset: + config: fra-fra + name: MTEB XPQARetrieval (fr) + revision: c99d599f0a6ab9b85b065da6f9d94f9cf731679f + split: test + type: jinaai/xpqa + metrics: + - type: main_score + value: 77.581 + - type: map_at_1 + value: 46.444 + - type: map_at_10 + value: 72.084 + - type: map_at_100 + value: 73.175 + - type: map_at_1000 + value: 73.193 + - type: map_at_20 + value: 72.77799999999999 + - type: map_at_3 + value: 65.242 + - type: map_at_5 + value: 69.926 + - type: mrr_at_1 + value: 71.82910547396529 + - type: mrr_at_10 + value: 78.66594612923046 + - type: mrr_at_100 + value: 78.97334934049613 + - type: mrr_at_1000 + value: 78.97687021803557 + - type: mrr_at_20 + value: 78.85701141744282 + - type: mrr_at_3 + value: 76.96929238985311 + - type: mrr_at_5 + value: 77.99732977303067 + - type: nauc_map_at_1000_diff1 + value: 49.090956807097804 + - type: nauc_map_at_1000_max + value: 52.01095354889508 + - type: nauc_map_at_1000_std + value: -12.182870421711026 + - type: nauc_map_at_100_diff1 + value: 49.091664766684566 + - type: nauc_map_at_100_max + value: 52.017499797253755 + - type: nauc_map_at_100_std + value: -12.188342487271528 + - type: nauc_map_at_10_diff1 + value: 48.6619338205362 + - type: nauc_map_at_10_max + value: 50.93591260329888 + - type: nauc_map_at_10_std + value: -12.899399261673365 + - type: nauc_map_at_1_diff1 + value: 61.89699552471587 + - type: nauc_map_at_1_max + value: 22.387748207421946 + - type: nauc_map_at_1_std + value: -17.139518194308437 + - type: nauc_map_at_20_diff1 + value: 48.72828404686453 + - type: nauc_map_at_20_max + value: 51.781074586075434 + - type: nauc_map_at_20_std + value: -12.174270605093136 + - type: nauc_map_at_3_diff1 + value: 53.11509580126934 + - type: nauc_map_at_3_max + value: 42.1768380145106 + - type: nauc_map_at_3_std + value: -14.98340833032363 + - type: nauc_map_at_5_diff1 + value: 49.60521390803235 + - type: nauc_map_at_5_max + value: 49.80360562029127 + - type: nauc_map_at_5_std + value: -13.900652140457618 + - type: nauc_mrr_at_1000_diff1 + value: 58.10782478654255 + - type: nauc_mrr_at_1000_max + value: 61.31083013535486 + - type: nauc_mrr_at_1000_std + value: -9.624904298545921 + - type: nauc_mrr_at_100_diff1 + value: 58.11041683306092 + - type: nauc_mrr_at_100_max + value: 61.31590199755797 + - type: nauc_mrr_at_100_std + value: -9.625991053580865 + - type: nauc_mrr_at_10_diff1 + value: 57.883701815695375 + - type: nauc_mrr_at_10_max + value: 61.36276126424689 + - type: nauc_mrr_at_10_std + value: -9.495072468420386 + - type: nauc_mrr_at_1_diff1 + value: 60.18176977079093 + - type: nauc_mrr_at_1_max + value: 59.697615236642555 + - type: nauc_mrr_at_1_std + value: -9.396133077966779 + - type: nauc_mrr_at_20_diff1 + value: 57.964817434006754 + - type: nauc_mrr_at_20_max + value: 61.34073539502932 + - type: nauc_mrr_at_20_std + value: -9.602378876645131 + - type: nauc_mrr_at_3_diff1 + value: 58.44338049427257 + - type: nauc_mrr_at_3_max + value: 60.92272989411293 + - type: nauc_mrr_at_3_std + value: -9.928970439416162 + - type: nauc_mrr_at_5_diff1 + value: 58.01513016866578 + - type: nauc_mrr_at_5_max + value: 61.46805302986586 + - type: nauc_mrr_at_5_std + value: -9.842227002440984 + - type: nauc_ndcg_at_1000_diff1 + value: 50.99293152828167 + - type: nauc_ndcg_at_1000_max + value: 56.14232784664811 + - type: nauc_ndcg_at_1000_std + value: -10.529213072410288 + - type: nauc_ndcg_at_100_diff1 + value: 50.99385944312529 + - type: nauc_ndcg_at_100_max + value: 56.34825518954588 + - type: nauc_ndcg_at_100_std + value: -10.398943874846047 + - type: nauc_ndcg_at_10_diff1 + value: 48.51273364357823 + - type: nauc_ndcg_at_10_max + value: 53.77871849486298 + - type: nauc_ndcg_at_10_std + value: -11.82105972112472 + - type: nauc_ndcg_at_1_diff1 + value: 60.18176977079093 + - type: nauc_ndcg_at_1_max + value: 59.697615236642555 + - type: nauc_ndcg_at_1_std + value: -9.396133077966779 + - type: nauc_ndcg_at_20_diff1 + value: 49.04268319033412 + - type: nauc_ndcg_at_20_max + value: 55.47011381097071 + - type: nauc_ndcg_at_20_std + value: -10.486452945493042 + - type: nauc_ndcg_at_3_diff1 + value: 50.95112745400584 + - type: nauc_ndcg_at_3_max + value: 53.45473828705577 + - type: nauc_ndcg_at_3_std + value: -13.420699384045728 + - type: nauc_ndcg_at_5_diff1 + value: 50.313156212000074 + - type: nauc_ndcg_at_5_max + value: 52.78539129309866 + - type: nauc_ndcg_at_5_std + value: -13.586274096509122 + - type: nauc_precision_at_1000_diff1 + value: -31.13772049254778 + - type: nauc_precision_at_1000_max + value: 17.2847598361294 + - type: nauc_precision_at_1000_std + value: 15.497531773816887 + - type: nauc_precision_at_100_diff1 + value: -29.98812263553739 + - type: nauc_precision_at_100_max + value: 19.048620003227654 + - type: nauc_precision_at_100_std + value: 15.38499952171958 + - type: nauc_precision_at_10_diff1 + value: -25.33028097412579 + - type: nauc_precision_at_10_max + value: 26.077919168306853 + - type: nauc_precision_at_10_std + value: 11.35352933466097 + - type: nauc_precision_at_1_diff1 + value: 60.18176977079093 + - type: nauc_precision_at_1_max + value: 59.697615236642555 + - type: nauc_precision_at_1_std + value: -9.396133077966779 + - type: nauc_precision_at_20_diff1 + value: -28.417606311068905 + - type: nauc_precision_at_20_max + value: 23.958679828637692 + - type: nauc_precision_at_20_std + value: 14.442021499194205 + - type: nauc_precision_at_3_diff1 + value: -8.127396049790482 + - type: nauc_precision_at_3_max + value: 37.348067982957076 + - type: nauc_precision_at_3_std + value: 4.747913619596849 + - type: nauc_precision_at_5_diff1 + value: -16.902418446058395 + - type: nauc_precision_at_5_max + value: 32.73583852552014 + - type: nauc_precision_at_5_std + value: 7.031446423850052 + - type: nauc_recall_at_1000_diff1 + value: -14.485978369112514 + - type: nauc_recall_at_1000_max + value: 78.59123887333172 + - type: nauc_recall_at_1000_std + value: 90.7384575424963 + - type: nauc_recall_at_100_diff1 + value: 41.47842281590715 + - type: nauc_recall_at_100_max + value: 67.47271545727422 + - type: nauc_recall_at_100_std + value: 14.555561992253999 + - type: nauc_recall_at_10_diff1 + value: 33.05308907973924 + - type: nauc_recall_at_10_max + value: 45.49878918493155 + - type: nauc_recall_at_10_std + value: -11.560069806810926 + - type: nauc_recall_at_1_diff1 + value: 61.89699552471587 + - type: nauc_recall_at_1_max + value: 22.387748207421946 + - type: nauc_recall_at_1_std + value: -17.139518194308437 + - type: nauc_recall_at_20_diff1 + value: 31.305721376453754 + - type: nauc_recall_at_20_max + value: 51.24817763724019 + - type: nauc_recall_at_20_std + value: -5.0809908162023145 + - type: nauc_recall_at_3_diff1 + value: 49.27109038342917 + - type: nauc_recall_at_3_max + value: 37.69188317998447 + - type: nauc_recall_at_3_std + value: -17.119900758664336 + - type: nauc_recall_at_5_diff1 + value: 42.74501803377967 + - type: nauc_recall_at_5_max + value: 46.877008503354844 + - type: nauc_recall_at_5_std + value: -15.704892082115975 + - type: ndcg_at_1 + value: 71.829 + - type: ndcg_at_10 + value: 77.581 + - type: ndcg_at_100 + value: 80.75 + - type: ndcg_at_1000 + value: 81.026 + - type: ndcg_at_20 + value: 79.092 + - type: ndcg_at_3 + value: 72.81 + - type: ndcg_at_5 + value: 74.22999999999999 + - type: precision_at_1 + value: 71.829 + - type: precision_at_10 + value: 17.717 + - type: precision_at_100 + value: 2.031 + - type: precision_at_1000 + value: 0.207 + - type: precision_at_20 + value: 9.399000000000001 + - type: precision_at_3 + value: 44.458999999999996 + - type: precision_at_5 + value: 31.535000000000004 + - type: recall_at_1 + value: 46.444 + - type: recall_at_10 + value: 86.275 + - type: recall_at_100 + value: 98.017 + - type: recall_at_1000 + value: 99.8 + - type: recall_at_20 + value: 90.935 + - type: recall_at_3 + value: 70.167 + - type: recall_at_5 + value: 78.2 + task: + type: Retrieval +--- + +

+ +

+Finetuner logo: Finetuner helps you to create experiments in order to improve embeddings on search tasks. It accompanies you to deliver the last mile of performance-tuning for neural search applications. +

+ + +

+The embedding model trained by Jina AI. +

+ +

+jina-embeddings-v3: Multilingual Embeddings With Task LoRA +

+ +## Quick Start + +[Blog](https://jina.ai/news/jina-embeddings-v3-a-frontier-multilingual-embedding-model/#parameter-dimensions) | [Azure](https://azuremarketplace.microsoft.com/en-us/marketplace/apps/jinaai.jina-embeddings-v3) | [AWS SageMaker](https://aws.amazon.com/marketplace/pp/prodview-kdi3xkt62lo32) | [API](https://jina.ai/embeddings) + + +## Intended Usage & Model Info + + +`jina-embeddings-v3` is a **multilingual multi-task text embedding model** designed for a variety of NLP applications. +Based on the [Jina-XLM-RoBERTa architecture](https://huggingface.co/jinaai/xlm-roberta-flash-implementation), +this model supports Rotary Position Embeddings to handle long input sequences up to **8192 tokens**. +Additionally, it features 5 LoRA adapters to generate task-specific embeddings efficiently. + +### Key Features: +- **Extended Sequence Length:** Supports up to 8192 tokens with RoPE. +- **Task-Specific Embedding:** Customize embeddings through the `task` argument with the following options: + - `retrieval.query`: Used for query embeddings in asymmetric retrieval tasks + - `retrieval.passage`: Used for passage embeddings in asymmetric retrieval tasks + - `separation`: Used for embeddings in clustering and re-ranking applications + - `classification`: Used for embeddings in classification tasks + - `text-matching`: Used for embeddings in tasks that quantify similarity between two texts, such as STS or symmetric retrieval tasks +- **Matryoshka Embeddings**: Supports flexible embedding sizes (`32, 64, 128, 256, 512, 768, 1024`), allowing for truncating embeddings to fit your application. + +### Supported Languages: +While the foundation model supports 100 languages, we've focused our tuning efforts on the following 30 languages: +**Arabic, Bengali, Chinese, Danish, Dutch, English, Finnish, French, Georgian, German, Greek, +Hindi, Indonesian, Italian, Japanese, Korean, Latvian, Norwegian, Polish, Portuguese, Romanian, +Russian, Slovak, Spanish, Swedish, Thai, Turkish, Ukrainian, Urdu,** and **Vietnamese.** + +## Usage + +**
Apply mean pooling when integrating the model.** +

+ +### Why Use Mean Pooling? + +Mean pooling takes all token embeddings from the model's output and averages them at the sentence or paragraph level. +This approach has been shown to produce high-quality sentence embeddings. + +We provide an `encode` function that handles this for you automatically. + +However, if you're working with the model directly, outside of the `encode` function, +you'll need to apply mean pooling manually. Here's how you can do it: + + +```python +import torch +import torch.nn.functional as F +from transformers import AutoTokenizer, AutoModel + + +def mean_pooling(model_output, attention_mask): + token_embeddings = model_output[0] + input_mask_expanded = ( + attention_mask.unsqueeze(-1).expand(token_embeddings.size()).float() + ) + return torch.sum(token_embeddings * input_mask_expanded, 1) / torch.clamp( + input_mask_expanded.sum(1), min=1e-9 + ) + + +sentences = ["How is the weather today?", "What is the current weather like today?"] + +tokenizer = AutoTokenizer.from_pretrained("jinaai/jina-embeddings-v3") +model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True) + +encoded_input = tokenizer(sentences, padding=True, truncation=True, return_tensors="pt") +task = 'retrieval.query' +task_id = model._adaptation_map[task] +adapter_mask = torch.full((len(sentences),), task_id, dtype=torch.int32) +with torch.no_grad(): + model_output = model(**encoded_input, adapter_mask=adapter_mask) + +embeddings = mean_pooling(model_output, encoded_input["attention_mask"]) +embeddings = F.normalize(embeddings, p=2, dim=1) + +``` + +

+
+ +The easiest way to start using `jina-embeddings-v3` is with the [Jina Embedding API](https://jina.ai/embeddings/). + +Alternatively, you can use `jina-embeddings-v3` directly via Transformers package: +```bash +!pip install transformers torch einops +!pip install 'numpy<2' +``` +If you run it on a GPU that support [FlashAttention-2](https://github.com/Dao-AILab/flash-attention). By 2024.9.12, it supports Ampere, Ada, or Hopper GPUs (e.g., A100, RTX 3090, RTX 4090, H100), + +```bash +!pip install flash-attn --no-build-isolation +``` + +```python +from transformers import AutoModel + +# Initialize the model +model = AutoModel.from_pretrained("jinaai/jina-embeddings-v3", trust_remote_code=True) + +texts = [ + "Follow the white rabbit.", # English + "Sigue al conejo blanco.", # Spanish + "Suis le lapin blanc.", # French + "跟着白兔走。", # Chinese + "اتبع الأرنب الأبيض.", # Arabic + "Folge dem weißen Kaninchen.", # German +] + +# When calling the `encode` function, you can choose a `task` based on the use case: +# 'retrieval.query', 'retrieval.passage', 'separation', 'classification', 'text-matching' +# Alternatively, you can choose not to pass a `task`, and no specific LoRA adapter will be used. +embeddings = model.encode(texts, task="text-matching") + +# Compute similarities +print(embeddings[0] @ embeddings[1].T) +``` + +By default, the model supports a maximum sequence length of 8192 tokens. +However, if you want to truncate your input texts to a shorter length, you can pass the `max_length` parameter to the `encode` function: +```python +embeddings = model.encode(["Very long ... document"], max_length=2048) + +``` + +In case you want to use **Matryoshka embeddings** and switch to a different dimension, +you can adjust it by passing the `truncate_dim` parameter to the `encode` function: +```python +embeddings = model.encode(['Sample text'], truncate_dim=256) +``` + + +The latest version (3.1.0) of [SentenceTransformers](https://github.com/UKPLab/sentence-transformers) also supports `jina-embeddings-v3`: + +```bash +!pip install -U sentence-transformers +``` + +```python +from sentence_transformers import SentenceTransformer + +model = SentenceTransformer("jinaai/jina-embeddings-v3", trust_remote_code=True) + +task = "retrieval.query" +embeddings = model.encode( + ["What is the weather like in Berlin today?"], + task=task, + prompt_name=task, +) +``` + +You can fine-tune `jina-embeddings-v3` using [SentenceTransformerTrainer](https://sbert.net/docs/package_reference/sentence_transformer/trainer.html). +To fine-tune for a specific task, you should set the task before passing the model to the ST Trainer, either during initialization: +```python +model = SentenceTransformer("jinaai/jina-embeddings-v3", trust_remote_code=True, model_kwargs={'default_task': 'classification'}) +``` +Or afterwards: +```python +model = SentenceTransformer("jinaai/jina-embeddings-v3", trust_remote_code=True) +model[0].default_task = 'classification' +``` +This way you can fine-tune the LoRA adapter for the chosen task. + +However, If you want to fine-tune the entire model, make sure the main parameters are set as trainable when loading the model: +```python +model = SentenceTransformer("jinaai/jina-embeddings-v3", trust_remote_code=True, model_kwargs={'lora_main_params_trainable': True}) +``` +This will allow fine-tuning the whole model instead of just the LoRA adapters. + + +**
ONNX Inference.** +

+ +You can use ONNX for efficient inference with `jina-embeddings-v3`: +```python +import onnxruntime +import numpy as np +from transformers import AutoTokenizer, PretrainedConfig + +# Load tokenizer and model config +tokenizer = AutoTokenizer.from_pretrained('jinaai/jina-embeddings-v3') +config = PretrainedConfig.from_pretrained('jinaai/jina-embeddings-v3') + +# Tokenize input +input_text = tokenizer('sample text', return_tensors='np') + +# ONNX session +model_path = 'jina-embeddings-v3/onnx/model.onnx' +session = onnxruntime.InferenceSession(model_path) + +# Prepare inputs for ONNX model +task_type = 'text-matching' +task_id = np.array(config.lora_adaptations.index(task_type), dtype=np.int64) +inputs = { + 'input_ids': input_text['input_ids'], + 'attention_mask': input_text['attention_mask'], + 'task_id': task_id +} + +# Run model +outputs = session.run(None, inputs) +``` + +

+
+ + +## Contact + +Join our [Discord community](https://discord.jina.ai) and chat with other community members about ideas. + +## License + +`jina-embeddings-v3` is listed on AWS & Azure. If you need to use it beyond those platforms or on-premises within your company, note that the models is licensed under CC BY-NC 4.0. For commercial usage inquiries, feel free to [contact us](https://jina.ai/contact-sales/). + +## Citation + +If you find `jina-embeddings-v3` useful in your research, please cite the following paper: + +```bibtex +@misc{sturua2024jinaembeddingsv3multilingualembeddingstask, + title={jina-embeddings-v3: Multilingual Embeddings With Task LoRA}, + author={Saba Sturua and Isabelle Mohr and Mohammad Kalim Akram and Michael Günther and Bo Wang and Markus Krimmel and Feng Wang and Georgios Mastrapas and Andreas Koukounas and Andreas Koukounas and Nan Wang and Han Xiao}, + year={2024}, + eprint={2409.10173}, + archivePrefix={arXiv}, + primaryClass={cs.CL}, + url={https://arxiv.org/abs/2409.10173}, +} + +```