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b/results/SGPT-5.8B-weightedmean-nli-bitfit/revision.txt @@ -0,0 +1 @@ +f0dd127410940d2c0b30cc1f02a81a0ad28d3cc7 diff --git a/results/SGPT-5.8B-weightedmean-nli-bitfit_results.csv b/results/SGPT-5.8B-weightedmean-nli-bitfit_results.csv new file mode 100644 index 0000000000000000000000000000000000000000..0db95482986cd5e7ed24b3c3cf19999aa5080af5 --- /dev/null +++ b/results/SGPT-5.8B-weightedmean-nli-bitfit_results.csv @@ -0,0 +1,57 @@ +dataset,metric,value +AmazonCounterfactualClassification,accuracy,0.7407462686567164 +AmazonPolarityClassification,accuracy,0.8230920000000002 +AmazonReviewsClassification,accuracy,0.41584000000000004 +Banking77Classification,accuracy,0.8174025974025974 +EmotionClassification,accuracy,0.4991999999999999 +ImdbClassification,accuracy,0.7432920000000001 +MassiveIntentClassification,accuracy,0.7000336247478144 +MassiveScenarioClassification,accuracy,0.7502689979825151 +MTOPDomainClassification,accuracy,0.896374829001368 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+StackOverflowDupQuestions,map,0.44771112666694335 +ArguAna,ndcg_at_10,0.3507 +ClimateFEVER,ndcg_at_10,0.17574 +CQADupstackRetrieval,ndcg_at_10,0.29978333333333335 +DBPedia,ndcg_at_10,0.26098 +FEVER,ndcg_at_10,0.38644 +FiQA2018,ndcg_at_10,0.18591 +HotpotQA,ndcg_at_10,0.33995 +MSMARCO,ndcg_at_10, +NFCorpus,ndcg_at_10,0.28256 +NQ,ndcg_at_10,0.24628 +QuoraRetrieval,ndcg_at_10,0.8468 +SCIDOCS,ndcg_at_10,0.13554 +SciFact,ndcg_at_10,0.46662 +Touche2020,ndcg_at_10,0.16178 +TRECCOVID,ndcg_at_10,0.55353 +BIOSSES,cosine_spearman,0.7950000423261177 +SICK-R,cosine_spearman,0.7958562467776268 +STS12,cosine_spearman,0.7428502198729446 +STS13,cosine_spearman,0.8535148434923192 +STS14,cosine_spearman,0.7920612995350826 +STS15,cosine_spearman,0.8552171407629341 +STS16,cosine_spearman,0.8253853238521991 +STS17,cosine_spearman,0.904389369935707 +STS22,cosine_spearman,0.6319719780439462 +STSBenchmark,cosine_spearman,0.8566816193002651 +SummEval,cosine_spearman,0.30384175038360195 diff --git 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+} \ No newline at end of file diff --git a/results/all-mpnet-base-v2/CQADupstackEnglishRetrieval.json b/results/all-mpnet-base-v2/CQADupstackEnglishRetrieval.json new file mode 100644 index 0000000000000000000000000000000000000000..c880081141c483e111bde26acd86dd4c610e10d7 --- /dev/null +++ b/results/all-mpnet-base-v2/CQADupstackEnglishRetrieval.json @@ -0,0 +1,31 @@ +{ + "dataset_version": null, + "mteb_version": "0.0.2", + "test": { + "evaluation_time": 114.94, + "map_at_1": 0.3292, + "map_at_10": 0.4574, + "map_at_100": 0.47309, + "map_at_1000": 0.47443, + "map_at_3": 0.42154, + "map_at_5": 0.44207, + "ndcg_at_1": 0.42229, + "ndcg_at_10": 0.52289, + "ndcg_at_100": 0.57049, + "ndcg_at_1000": 0.58788, + "ndcg_at_3": 0.47531, + "ndcg_at_5": 0.49861, + "precision_at_1": 0.42229, + "precision_at_10": 0.10299, + "precision_at_100": 0.0168, + "precision_at_1000": 0.00213, + "precision_at_3": 0.23673, + "precision_at_5": 0.17006, + "recall_at_1": 0.3292, + "recall_at_10": 0.63865, + 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\ No newline at end of file diff --git a/results/all-mpnet-base-v2/Touche2020.json b/results/all-mpnet-base-v2/Touche2020.json new file mode 100644 index 0000000000000000000000000000000000000000..f19dd9e02ffa0ceee854c408cd81ca314ac68c1d --- /dev/null +++ b/results/all-mpnet-base-v2/Touche2020.json @@ -0,0 +1,31 @@ +{ + "test": { + "evaluation_time": 1655.1, + "map_at_1": 0.01997, + "map_at_10": 0.07557, + "map_at_100": 0.12238, + "map_at_1000": 0.13773, + "map_at_3": 0.04334, + "map_at_5": 0.055, + "ndcg_at_1": 0.22449, + "ndcg_at_10": 0.19934, + "ndcg_at_100": 0.30526, + "ndcg_at_1000": 0.43148, + "ndcg_at_3": 0.22283, + "ndcg_at_5": 0.21224, + "precision_at_1": 0.2449, + "precision_at_10": 0.17551, + "precision_at_100": 0.06408, + "precision_at_1000": 0.01463, + "precision_at_3": 0.23129, + "precision_at_5": 0.20816, + "recall_at_1": 0.01997, + "recall_at_10": 0.13002, + "recall_at_100": 0.4098, + "recall_at_1000": 0.79409, + "recall_at_3": 0.05381, + "recall_at_5": 0.07721 + }, + 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a/results/bert-base-uncased/AmazonCounterfactualClassification.json b/results/bert-base-uncased/AmazonCounterfactualClassification.json new file mode 100644 index 0000000000000000000000000000000000000000..533606cb53335e4dd5632cf0b7ac9fdac00ce2b9 --- /dev/null +++ b/results/bert-base-uncased/AmazonCounterfactualClassification.json @@ -0,0 +1,16 @@ +{ + "dataset_version": null, + "mteb_version": "0.0.2", + "test": { + "en": { + "accuracy": 0.7425373134328358, + "accuracy_stderr": 0.041733702664283695, + "ap": 0.3734710240657174, + "ap_stderr": 0.046845053745457575, + "f1": 0.6830745761719077, + "f1_stderr": 0.04195436704037363, + "main_score": 0.7425373134328358 + }, + "evaluation_time": 10.21 + } +} \ No newline at end of file diff --git a/results/bert-base-uncased/AmazonPolarityClassification.json b/results/bert-base-uncased/AmazonPolarityClassification.json new file mode 100644 index 0000000000000000000000000000000000000000..091847f89121f7978a493647f8f9b009d702c2a1 --- /dev/null +++ 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newline at end of file diff --git a/results/contriever-base-msmarco/AmazonPolarityClassification.json b/results/contriever-base-msmarco/AmazonPolarityClassification.json new file mode 100644 index 0000000000000000000000000000000000000000..84f177ba13efded6210ed04854c22171f36a50ea --- /dev/null +++ b/results/contriever-base-msmarco/AmazonPolarityClassification.json @@ -0,0 +1,14 @@ +{ + "test": { + "accuracy": 0.6863262499999999, + "accuracy_stderr": 0.046889269791312596, + "ap": 0.627692556377969, + "ap_stderr": 0.03801321206093092, + "evaluation_time": 10919.72, + "f1": 0.6846649227029137, + "f1_stderr": 0.04743364854052539, + "main_score": 0.6863262499999999 + }, + "dataset_version": null, + "mteb_version": "0.0.2" +} \ No newline at end of file diff --git a/results/contriever-base-msmarco/AmazonReviewsClassification.json b/results/contriever-base-msmarco/AmazonReviewsClassification.json new file mode 100644 index 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+ClimateFEVER,ndcg_at_10,0.14441 +CQADupstackRetrieval,ndcg_at_10,0.154745 +DBPedia,ndcg_at_10,0.18285 +FEVER,ndcg_at_10,0.1499 +FiQA2018,ndcg_at_10,0.10087 +HotpotQA,ndcg_at_10,0.1918 +MSMARCO,ndcg_at_10,0.27094 +NFCorpus,ndcg_at_10,0.13871 +NQ,ndcg_at_10,0.1287 +QuoraRetrieval,ndcg_at_10,0.71318 +SCIDOCS,ndcg_at_10,0.08041 +SciFact,ndcg_at_10,0.29575 +Touche2020,ndcg_at_10,0.13987 +TRECCOVID,ndcg_at_10,0.36219 +BIOSSES,cosine_spearman,0.44927529728339055 +SICK-R,cosine_spearman,0.5542938456737263 +STS12,cosine_spearman,0.5463983809943868 +STS13,cosine_spearman,0.691628709341984 +STS14,cosine_spearman,0.6081333831404667 +STS15,cosine_spearman,0.723122589323431 +STS16,cosine_spearman,0.6533668138063549 +STS17,cosine_spearman,0.7794897670754327 +STS22,cosine_spearman,0.5635046917979596 +STSBenchmark,cosine_spearman,0.6153556159874409 +SummEval,cosine_spearman,0.2886781899399968 diff --git a/results/gtr-t5-base/AmazonCounterfactualClassification.json 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newline at end of file diff --git a/results/sentence-t5-base_results.csv b/results/sentence-t5-base_results.csv new file mode 100644 index 0000000000000000000000000000000000000000..b242396aedc25aae46373b59554ec248a1f47aad --- /dev/null +++ b/results/sentence-t5-base_results.csv @@ -0,0 +1,57 @@ +dataset,metric,value +AmazonCounterfactualClassification,accuracy,0.7582089552238807 +AmazonPolarityClassification,accuracy,0.8511737500000001 +AmazonReviewsClassification,accuracy,0.44943999999999995 +Banking77Classification,accuracy,0.7647727272727273 +EmotionClassification,accuracy,0.5135500000000001 +ImdbClassification,accuracy,0.773372 +MassiveIntentClassification,accuracy,0.6974445191661063 +MassiveScenarioClassification,accuracy,0.7232347007397445 +MTOPDomainClassification,accuracy,0.903374373005016 +MTOPIntentClassification,accuracy,0.6332421340629275 +ToxicConversationsClassification,accuracy,0.6819919999999999 +TweetSentimentExtractionClassification,accuracy,0.6271080928126768 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+RedditClusteringP2P,v_measure,0.6445543643659679 +StackExchangeClustering,v_measure,0.7077797692376002 +StackExchangeClusteringP2P,v_measure,0.3525246972831145 +TwentyNewsgroupsClustering,v_measure,0.5093024400468489 +SprintDuplicateQuestions,ap,0.8888675641034331 +TwitterSemEval2015,ap,0.802843387858549 +TwitterURLCorpus,ap,0.8601198098811131 +AskUbuntuDupQuestions,map,0.6615532012360636 +MindSmallReranking,map,0.3059647884122016 +SciDocsRR,map,0.7609412848204858 +StackOverflowDupQuestions,map,0.5285484177221984 +ArguAna,ndcg_at_10,0.39847 +ClimateFEVER,ndcg_at_10, +CQADupstackRetrieval,ndcg_at_10,0.44654833333333344 +DBPedia,ndcg_at_10, +FEVER,ndcg_at_10, +FiQA2018,ndcg_at_10,0.46677 +HotpotQA,ndcg_at_10, +MSMARCO,ndcg_at_10, +NFCorpus,ndcg_at_10,0.35077 +NQ,ndcg_at_10,0.5287 +QuoraRetrieval,ndcg_at_10,0.85959 +SCIDOCS,ndcg_at_10,0.17173 +SciFact,ndcg_at_10,0.5538 +Touche2020,ndcg_at_10,0.21647 +TRECCOVID,ndcg_at_10,0.59481 +BIOSSES,cosine_spearman,0.8042954348508337 +SICK-R,cosine_spearman,0.8042954348508337 +STS12,cosine_spearman,0.7884633095838921 +STS13,cosine_spearman,0.8893834486158684 +STS14,cosine_spearman,0.8485684801116044 +STS15,cosine_spearman,0.8931982869751905 +STS16,cosine_spearman,0.846657396318755 +STS17,cosine_spearman,0.8946272351246337 +STS22,cosine_spearman,0.6532938965959216 +STSBenchmark,cosine_spearman,0.8401139141474803 +SummEval,cosine_spearman,0.30077056036328337 diff --git a/results/sgpt-bloom-7b1-msmarco/BUCC.json b/results/sgpt-bloom-7b1-msmarco/BUCC.json new file mode 100644 index 0000000000000000000000000000000000000000..1f32c79bc17c0a528e4d0eaa004e7c7e7544072c --- /dev/null +++ b/results/sgpt-bloom-7b1-msmarco/BUCC.json @@ -0,0 +1,31 @@ +{ + "dataset_version": null, + "mteb_version": "0.0.2", + "test": { + "de-en": { + "accuracy": 0.5427974947807933, + "f1": 0.5400144411132214, + "precision": 0.5387119374071357, + "recall": 0.5427974947807933 + }, + "evaluation_time": 41978.08, + "fr-en": { + "accuracy": 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a/results/unsup-simcse-bert-base-uncased/TwitterSemEval2015.json b/results/unsup-simcse-bert-base-uncased/TwitterSemEval2015.json new file mode 100644 index 0000000000000000000000000000000000000000..0beddc3920d9ff779ede643f979c3cd44aa72c66 --- /dev/null +++ b/results/unsup-simcse-bert-base-uncased/TwitterSemEval2015.json @@ -0,0 +1,48 @@ +{ + "dataset_version": null, + "mteb_version": "0.0.2", + "test": { + "cos_sim": { + "accuracy": 0.8230315312630386, + "accuracy_threshold": 0.7022049427032471, + "ap": 0.6020770691133284, + "f1": 0.5718515144613983, + "f1_threshold": 0.5947785377502441, + "precision": 0.5030048076923077, + "recall": 0.662532981530343 + }, + "dot": { + "accuracy": 0.7978184419145259, + "accuracy_threshold": 32.058929443359375, + "ap": 0.5063605461609871, + "f1": 0.5237997115186483, + "f1_threshold": 23.52685546875, + "precision": 0.4296822177146721, + "recall": 0.670712401055409 + }, + "euclidean": { + "accuracy": 0.82350837456041, + "accuracy_threshold": 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+MindSmallReranking,map,0.2861705451549499 +SciDocsRR,map,0.6633446765426328 +StackOverflowDupQuestions,map,0.39352125808339417 +ArguAna,ndcg_at_10,0.38343 +ClimateFEVER,ndcg_at_10,0.11799 +CQADupstackRetrieval,ndcg_at_10,0.13222750000000003 +DBPedia,ndcg_at_10,0.15041 +FEVER,ndcg_at_10,0.21055 +FiQA2018,ndcg_at_10,0.09836 +HotpotQA,ndcg_at_10,0.19752 +MSMARCO,ndcg_at_10,0.22566 +NFCorpus,ndcg_at_10,0.09879 +NQ,ndcg_at_10,0.11692 +QuoraRetrieval,ndcg_at_10,0.78031 +SCIDOCS,ndcg_at_10,0.05496 +SciFact,ndcg_at_10,0.25716 +Touche2020,ndcg_at_10,0.08897 +TRECCOVID,ndcg_at_10,0.26196 +BIOSSES,cosine_spearman,0.7231128621592763 +SICK-R,cosine_spearman,0.7224371728496006 +STS12,cosine_spearman,0.6604669141177121 +STS13,cosine_spearman,0.8148757487870733 +STS14,cosine_spearman,0.7360735790527075 +STS15,cosine_spearman,0.7972498368805553 +STS16,cosine_spearman,0.7812450491845039 +STS17,cosine_spearman,0.8357872706551984 +STS22,cosine_spearman,0.5965048713602169 +STSBenchmark,cosine_spearman,0.7651512563863317 +SummEval,cosine_spearman,0.3114893410144058