diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/AmazonCounterfactualClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/AmazonCounterfactualClassification.json index 5fd1c5efe62056f23b8861efee30db7a716c670a..fdb1f5f185e1a698c5915d54d3743021b4b8cc68 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/AmazonCounterfactualClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/AmazonCounterfactualClassification.json @@ -4,14 +4,14 @@ "mteb_version": "1.2.0", "test": { "en": { - "accuracy": 0.6791044776119403, - "accuracy_stderr": 0.03152753237082835, - "ap": 0.29629449961786886, - "ap_stderr": 0.026424249479941594, - "f1": 0.6137491646918283, - "f1_stderr": 0.02970982957797591, - "main_score": 0.6791044776119403 + "accuracy": 0.6797014925373134, + "accuracy_stderr": 0.030770892907108407, + "ap": 0.2965776413447599, + "ap_stderr": 0.026109375531769338, + "f1": 0.6142223660336315, + "f1_stderr": 0.02912391096359312, + "main_score": 0.6797014925373134 }, - "evaluation_time": 7.07 + "evaluation_time": 7.72 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/AmazonPolarityClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/AmazonPolarityClassification.json index 29d33febc98ff6d287acf3e8de9420401c5c33e7..deb5dbf0d0f07beacb0bf07a8529a54830dc8044 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/AmazonPolarityClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/AmazonPolarityClassification.json @@ -3,13 +3,13 @@ "mteb_dataset_name": "AmazonPolarityClassification", "mteb_version": "1.2.0", "test": { - "accuracy": 0.70071825, - "accuracy_stderr": 0.031367811488251775, - "ap": 0.6433610968660372, - "ap_stderr": 0.02760821555925155, - "evaluation_time": 589.1, - "f1": 0.6991810269368447, - "f1_stderr": 0.03196976837277278, - "main_score": 0.70071825 + "accuracy": 0.702608, + "accuracy_stderr": 0.0259848980371292, + "ap": 0.6445089410449277, + "ap_stderr": 0.024877452878124668, + "evaluation_time": 1767.06, + "f1": 0.7012665649774117, + "f1_stderr": 0.0262487966523164, + "main_score": 0.702608 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/AmazonReviewsClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/AmazonReviewsClassification.json index 921defe1e418c8dd4326452d023d9f4380f58882..507a428269455f01126cb020a2c7f6635cfcc5f9 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/AmazonReviewsClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/AmazonReviewsClassification.json @@ -4,12 +4,12 @@ "mteb_version": "1.2.0", "test": { "en": { - "accuracy": 0.34406000000000003, - "accuracy_stderr": 0.02373150648399717, - "f1": 0.3428624475236607, - "f1_stderr": 0.02222686117747281, - "main_score": 0.34406000000000003 + "accuracy": 0.3445, + "accuracy_stderr": 0.022452839464085605, + "f1": 0.343548093756403, + "f1_stderr": 0.021415021694932406, + "main_score": 0.3445 }, - "evaluation_time": 12.43 + "evaluation_time": 29.68 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/ArguAna.json b/results/facebook-dpr-ctx_encoder-multiset-base/ArguAna.json index 6ed72e3b98c8ffe3ee04d90d64f9b81415a8db53..a0e53fca389fa291f629a99520571e20f9aa9d6c 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/ArguAna.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/ArguAna.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "ArguAna", "mteb_version": "1.2.0", "test": { - "evaluation_time": 13.74, - "map_at_1": 0.07895, - "map_at_10": 0.13898, - "map_at_100": 0.15286, - "map_at_1000": 0.15395, - "map_at_3": 0.11558, - "map_at_5": 0.12731, - "mrr_at_1": 0.07966, - "mrr_at_10": 0.13944, - "mrr_at_100": 0.15326, - "mrr_at_1000": 0.15434, - "mrr_at_3": 0.11593, - "mrr_at_5": 0.12745, - "ndcg_at_1": 0.07895, - "ndcg_at_10": 0.17824, - "ndcg_at_100": 0.25135, - "ndcg_at_1000": 0.28282, - "ndcg_at_3": 0.12788, - "ndcg_at_5": 0.14915, - "precision_at_1": 0.07895, - "precision_at_10": 0.03073, - "precision_at_100": 0.00663, - "precision_at_1000": 0.00092, - "precision_at_3": 0.05453, - "precision_at_5": 0.0431, - "recall_at_1": 0.07895, - "recall_at_10": 0.30725, - "recall_at_100": 0.66287, - "recall_at_1000": 0.91607, - "recall_at_3": 0.16358, - "recall_at_5": 0.2155 + "evaluation_time": 67.32, + "map_at_1": 0.03698, + "map_at_10": 0.08805, + "map_at_100": 0.10105, + "map_at_1000": 0.10235, + "map_at_3": 0.06271, + "map_at_5": 0.07587, + "mrr_at_1": 0.0377, + "mrr_at_10": 0.08842, + "mrr_at_100": 0.10142, + "mrr_at_1000": 0.10271, + "mrr_at_3": 0.06271, + "mrr_at_5": 0.07611, + "ndcg_at_1": 0.03698, + "ndcg_at_10": 0.12496, + "ndcg_at_100": 0.19714, + "ndcg_at_1000": 0.23492, + "ndcg_at_3": 0.07176, + "ndcg_at_5": 0.09548, + "precision_at_1": 0.03698, + "precision_at_10": 0.02468, + "precision_at_100": 0.00605, + "precision_at_1000": 0.00091, + "precision_at_3": 0.03272, + "precision_at_5": 0.03115, + "recall_at_1": 0.03698, + "recall_at_10": 0.2468, + "recall_at_100": 0.60526, + "recall_at_1000": 0.90967, + "recall_at_3": 0.09815, + "recall_at_5": 0.15576 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringP2P.json b/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringP2P.json index 883b3c583a40f87b6fc8d16352837163161429ec..067f11f2512f48c8371e2c13967620f2044df922 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringP2P.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringP2P.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "ArxivClusteringP2P", "mteb_version": "1.2.0", "test": { - "evaluation_time": 1101.52, - "main_score": 0.33623846685155573, - "v_measure": 0.33623846685155573, - "v_measure_std": 0.14551575644408446 + "evaluation_time": 6768.04, + "main_score": 0.35183914914250375, + "v_measure": 0.35183914914250375, + "v_measure_std": 0.1437615176411642 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringS2S.json b/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringS2S.json index 303251128dd60e8b5e3995c4e26b346d4e9ac50a..5f1c3eb7f51d7134d76f9e515fad4b3383264064 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringS2S.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/ArxivClusteringS2S.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "ArxivClusteringS2S", "mteb_version": "1.2.0", "test": { - "evaluation_time": 420.52, - "main_score": 0.24657001549405072, - "v_measure": 0.24657001549405072, - "v_measure_std": 0.1517131189243164 + "evaluation_time": 651.38, + "main_score": 0.24652795868605037, + "v_measure": 0.24652795868605037, + "v_measure_std": 0.15170636022597767 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/AskUbuntuDupQuestions.json b/results/facebook-dpr-ctx_encoder-multiset-base/AskUbuntuDupQuestions.json index 36e50399572f6a486a87f8704717688649643072..5beeb38b205f3b07c084ed6da181f2462ae789bd 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/AskUbuntuDupQuestions.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/AskUbuntuDupQuestions.json @@ -3,8 +3,8 @@ "mteb_dataset_name": "AskUbuntuDupQuestions", "mteb_version": "1.2.0", "test": { - "evaluation_time": 3.21, - "map": 0.4779397500119113, - "mrr": 0.6026667546058128 + "evaluation_time": 5.72, + "map": 0.47563787445156264, + "mrr": 0.5942147034252296 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/BIOSSES.json b/results/facebook-dpr-ctx_encoder-multiset-base/BIOSSES.json index 8ea7a96dbe50d8db6d820f01a1eaa8dadef70d48..ab53fef327e9ce9b9c45fcc10f5c3ee7d0cb8fdd 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/BIOSSES.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/BIOSSES.json @@ -4,16 +4,16 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.6991021879305604, + "pearson": 0.69910208286057, "spearman": 0.7047329252876569 }, "euclidean": { - "pearson": 0.6850302699729017, + "pearson": 0.6850301770158816, "spearman": 0.6896904138591307 }, - "evaluation_time": 0.25, + "evaluation_time": 0.74, "manhattan": { - "pearson": 0.6773341583604899, + "pearson": 0.6773341145291979, "spearman": 0.6831300234123285 } } diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/Banking77Classification.json b/results/facebook-dpr-ctx_encoder-multiset-base/Banking77Classification.json index 24dad3855a7aa5fca5a42fcc44ead36b4fed878c..b55b857effaf0c014aaa7d632e65bc94f370dd4c 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/Banking77Classification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/Banking77Classification.json @@ -3,11 +3,11 @@ "mteb_dataset_name": "Banking77Classification", "mteb_version": "1.2.0", "test": { - "accuracy": 0.6622077922077921, - "accuracy_stderr": 0.007074942778182428, - "evaluation_time": 17.73, - "f1": 0.6603154200824919, - "f1_stderr": 0.007476883785250584, - "main_score": 0.6622077922077921 + "accuracy": 0.6621428571428571, + "accuracy_stderr": 0.007001553932043655, + "evaluation_time": 22.03, + "f1": 0.6602583458921942, + "f1_stderr": 0.007418688970577753, + "main_score": 0.6621428571428571 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringP2P.json b/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringP2P.json index 2f7af42bf10315572cd906bc57f861998cc73e41..aaba81016b85ab9d63d28ae189be5f584c06f04d 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringP2P.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringP2P.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "BiorxivClusteringP2P", "mteb_version": "1.2.0", "test": { - "evaluation_time": 118.08, - "main_score": 0.2554494281724916, - "v_measure": 0.2554494281724916, - "v_measure_std": 0.006977839153185746 + "evaluation_time": 838.55, + "main_score": 0.28624598096982357, + "v_measure": 0.28624598096982357, + "v_measure_std": 0.007774961777501223 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringS2S.json b/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringS2S.json index f4ba75aa35886e88b46b9043e85f60d2be0996dd..55042c8dadc5ad8a9ab2f77ecb1dacc67c81ac48 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringS2S.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/BiorxivClusteringS2S.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "BiorxivClusteringS2S", "mteb_version": "1.2.0", "test": { - "evaluation_time": 48.46, - "main_score": 0.2065952943989255, - "v_measure": 0.2065952943989255, - "v_measure_std": 0.006974478630428251 + "evaluation_time": 74.55, + "main_score": 0.20679196467468935, + "v_measure": 0.20679196467468935, + "v_measure_std": 0.006974913388595396 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackAndroidRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackAndroidRetrieval.json index ff9395b0a25f288d7e92f16928202fbbee916a4e..279316ccbc74ad5126acecd567830dc182bc53e4 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackAndroidRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackAndroidRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackAndroidRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 25.87, - "map_at_1": 0.0679, - "map_at_10": 0.10294, - "map_at_100": 0.10966, - "map_at_1000": 0.11105, - "map_at_3": 0.091, - "map_at_5": 0.09714, - "mrr_at_1": 0.08155, - "mrr_at_10": 0.12481, - "mrr_at_100": 0.13153, - "mrr_at_1000": 0.13259, - "mrr_at_3": 0.10873, - "mrr_at_5": 0.11595, - "ndcg_at_1": 0.08155, - "ndcg_at_10": 0.129, - "ndcg_at_100": 0.16608, - "ndcg_at_1000": 0.20506, - "ndcg_at_3": 0.10406, - "ndcg_at_5": 0.11397, - "precision_at_1": 0.08155, - "precision_at_10": 0.02589, - "precision_at_100": 0.00587, + "evaluation_time": 94.83, + "map_at_1": 0.07225, + "map_at_10": 0.10701, + "map_at_100": 0.11472, + "map_at_1000": 0.1161, + "map_at_3": 0.09522, + "map_at_5": 0.10095, + "mrr_at_1": 0.08441, + "mrr_at_10": 0.12819, + "mrr_at_100": 0.13628, + "mrr_at_1000": 0.13729, + "mrr_at_3": 0.11421, + "mrr_at_5": 0.12165, + "ndcg_at_1": 0.08441, + "ndcg_at_10": 0.13229, + "ndcg_at_100": 0.17416, + "ndcg_at_1000": 0.2119, + "ndcg_at_3": 0.10891, + "ndcg_at_5": 0.11869, + "precision_at_1": 0.08441, + "precision_at_10": 0.02618, + "precision_at_100": 0.00597, "precision_at_1000": 0.00119, - "precision_at_3": 0.04959, - "precision_at_5": 0.03662, - "recall_at_1": 0.0679, - "recall_at_10": 0.18763, - "recall_at_100": 0.35411, - "recall_at_1000": 0.63344, - "recall_at_3": 0.11675, - "recall_at_5": 0.14358 + "precision_at_3": 0.05246, + "precision_at_5": 0.03948, + "recall_at_1": 0.07225, + "recall_at_10": 0.18667, + "recall_at_100": 0.37429, + "recall_at_1000": 0.64313, + "recall_at_3": 0.12338, + "recall_at_5": 0.1468 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackEnglishRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackEnglishRetrieval.json index 6d94dc52ac8b1c3134c5be75419c69ac0dab9a4b..3043d74952a730a10899666ca570241bed1c5096 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackEnglishRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackEnglishRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackEnglishRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 44.22, - "map_at_1": 0.07957, - "map_at_10": 0.11677, - "map_at_100": 0.12313, - "map_at_1000": 0.12415, - "map_at_3": 0.10406, - "map_at_5": 0.11158, - "mrr_at_1": 0.10318, - "mrr_at_10": 0.14189, - "mrr_at_100": 0.14832, - "mrr_at_1000": 0.14921, - "mrr_at_3": 0.12866, - "mrr_at_5": 0.13627, - "ndcg_at_1": 0.10318, - "ndcg_at_10": 0.14197, - "ndcg_at_100": 0.17471, - "ndcg_at_1000": 0.20383, - "ndcg_at_3": 0.12008, - "ndcg_at_5": 0.13106, - "precision_at_1": 0.10318, - "precision_at_10": 0.02828, - "precision_at_100": 0.00557, - "precision_at_1000": 0.00102, - "precision_at_3": 0.05987, - "precision_at_5": 0.04522, - "recall_at_1": 0.07957, - "recall_at_10": 0.19226, - "recall_at_100": 0.34204, - "recall_at_1000": 0.54815, - "recall_at_3": 0.12878, - "recall_at_5": 0.15794 + "evaluation_time": 137.73, + "map_at_1": 0.13203, + "map_at_10": 0.18615, + "map_at_100": 0.19382, + "map_at_1000": 0.19493, + "map_at_3": 0.16966, + "map_at_5": 0.17958, + "mrr_at_1": 0.16497, + "mrr_at_10": 0.22166, + "mrr_at_100": 0.22887, + "mrr_at_1000": 0.22963, + "mrr_at_3": 0.20605, + "mrr_at_5": 0.21545, + "ndcg_at_1": 0.16497, + "ndcg_at_10": 0.22065, + "ndcg_at_100": 0.25749, + "ndcg_at_1000": 0.28566, + "ndcg_at_3": 0.19443, + "ndcg_at_5": 0.20791, + "precision_at_1": 0.16497, + "precision_at_10": 0.04204, + "precision_at_100": 0.00738, + "precision_at_1000": 0.00121, + "precision_at_3": 0.09639, + "precision_at_5": 0.06994, + "recall_at_1": 0.13203, + "recall_at_10": 0.28701, + "recall_at_100": 0.44973, + "recall_at_1000": 0.64584, + "recall_at_3": 0.21107, + "recall_at_5": 0.24724 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGamingRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGamingRetrieval.json index 3c37d214d1b68ee1b39a5c22a2a640d1a88a4d77..543183844f2b6a2f1c980ae8bd5de131677b0c86 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGamingRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGamingRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackGamingRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 49.95, - "map_at_1": 0.07395, - "map_at_10": 0.10788, - "map_at_100": 0.1148, - "map_at_1000": 0.1159, - "map_at_3": 0.09654, - "map_at_5": 0.10256, - "mrr_at_1": 0.09216, - "mrr_at_10": 0.12606, - "mrr_at_100": 0.13271, - "mrr_at_1000": 0.13366, - "mrr_at_3": 0.11484, - "mrr_at_5": 0.12073, - "ndcg_at_1": 0.09216, - "ndcg_at_10": 0.13022, - "ndcg_at_100": 0.16835, - "ndcg_at_1000": 0.20037, - "ndcg_at_3": 0.10851, - "ndcg_at_5": 0.11833, - "precision_at_1": 0.09216, - "precision_at_10": 0.02307, - "precision_at_100": 0.00489, - "precision_at_1000": 0.00085, - "precision_at_3": 0.05099, - "precision_at_5": 0.03712, - "recall_at_1": 0.07395, - "recall_at_10": 0.18226, - "recall_at_100": 0.36314, - "recall_at_1000": 0.607, - "recall_at_3": 0.12115, - "recall_at_5": 0.1457 + "evaluation_time": 154.03, + "map_at_1": 0.13522, + "map_at_10": 0.18998, + "map_at_100": 0.1983, + "map_at_1000": 0.19932, + "map_at_3": 0.17361, + "map_at_5": 0.18174, + "mrr_at_1": 0.15862, + "mrr_at_10": 0.21245, + "mrr_at_100": 0.22025, + "mrr_at_1000": 0.22113, + "mrr_at_3": 0.19655, + "mrr_at_5": 0.20517, + "ndcg_at_1": 0.15862, + "ndcg_at_10": 0.22368, + "ndcg_at_100": 0.26684, + "ndcg_at_1000": 0.29593, + "ndcg_at_3": 0.192, + "ndcg_at_5": 0.20531, + "precision_at_1": 0.15862, + "precision_at_10": 0.03843, + "precision_at_100": 0.00669, + "precision_at_1000": 0.00099, + "precision_at_3": 0.08798, + "precision_at_5": 0.06182, + "recall_at_1": 0.13522, + "recall_at_10": 0.30467, + "recall_at_100": 0.50296, + "recall_at_1000": 0.72481, + "recall_at_3": 0.21709, + "recall_at_5": 0.24963 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGisRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGisRetrieval.json index 9d9a48a4e8f9e06f74996c8d10594629bb197690..e2cea3735d6b70fcce1e3d5601b3db4950da1315 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGisRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackGisRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackGisRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 43.83, - "map_at_1": 0.05461, - "map_at_10": 0.07989, - "map_at_100": 0.08591, - "map_at_1000": 0.08691, - "map_at_3": 0.07203, - "map_at_5": 0.0762, - "mrr_at_1": 0.06102, - "mrr_at_10": 0.08901, - "mrr_at_100": 0.09529, - "mrr_at_1000": 0.09622, - "mrr_at_3": 0.08023, - "mrr_at_5": 0.08469, - "ndcg_at_1": 0.06102, - "ndcg_at_10": 0.0967, - "ndcg_at_100": 0.13267, - "ndcg_at_1000": 0.16292, - "ndcg_at_3": 0.08006, - "ndcg_at_5": 0.08759, - "precision_at_1": 0.06102, - "precision_at_10": 0.01627, - "precision_at_100": 0.00369, - "precision_at_1000": 0.00067, - "precision_at_3": 0.03653, - "precision_at_5": 0.02621, - "recall_at_1": 0.05461, - "recall_at_10": 0.14038, - "recall_at_100": 0.31825, - "recall_at_1000": 0.55515, - "recall_at_3": 0.09436, - "recall_at_5": 0.11301 + "evaluation_time": 246.88, + "map_at_1": 0.0307, + "map_at_10": 0.05352, + "map_at_100": 0.05915, + "map_at_1000": 0.06035, + "map_at_3": 0.04465, + "map_at_5": 0.04978, + "mrr_at_1": 0.03503, + "mrr_at_10": 0.05935, + "mrr_at_100": 0.06509, + "mrr_at_1000": 0.06628, + "mrr_at_3": 0.04972, + "mrr_at_5": 0.05486, + "ndcg_at_1": 0.03503, + "ndcg_at_10": 0.06858, + "ndcg_at_100": 0.10008, + "ndcg_at_1000": 0.13636, + "ndcg_at_3": 0.05056, + "ndcg_at_5": 0.0594, + "precision_at_1": 0.03503, + "precision_at_10": 0.01277, + "precision_at_100": 0.00303, + "precision_at_1000": 0.00065, + "precision_at_3": 0.02411, + "precision_at_5": 0.01921, + "recall_at_1": 0.0307, + "recall_at_10": 0.10996, + "recall_at_100": 0.2626, + "recall_at_1000": 0.54702, + "recall_at_3": 0.06256, + "recall_at_5": 0.08309 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackMathematicaRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackMathematicaRetrieval.json index 026e9d85ddfbd6c538bf0ad7cc73a7f47cc93d6d..0a97257af9670dd9ad4f1ff49aef5b4bf14026e1 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackMathematicaRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackMathematicaRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackMathematicaRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 20.83, - "map_at_1": 0.03255, - "map_at_10": 0.0514, - "map_at_100": 0.05687, - "map_at_1000": 0.05805, - "map_at_3": 0.04537, - "map_at_5": 0.048, - "mrr_at_1": 0.04726, - "mrr_at_10": 0.07067, - "mrr_at_100": 0.07664, - "mrr_at_1000": 0.07771, - "mrr_at_3": 0.06364, - "mrr_at_5": 0.06718, - "ndcg_at_1": 0.04726, - "ndcg_at_10": 0.06675, - "ndcg_at_100": 0.09859, - "ndcg_at_1000": 0.13457, - "ndcg_at_3": 0.05497, - "ndcg_at_5": 0.05923, - "precision_at_1": 0.04726, - "precision_at_10": 0.01356, - "precision_at_100": 0.00353, - "precision_at_1000": 0.0008, - "precision_at_3": 0.02861, - "precision_at_5": 0.02065, - "recall_at_1": 0.03255, - "recall_at_10": 0.09607, - "recall_at_100": 0.24546, - "recall_at_1000": 0.51168, - "recall_at_3": 0.06203, - "recall_at_5": 0.07385 + "evaluation_time": 140.23, + "map_at_1": 0.02944, + "map_at_10": 0.04436, + "map_at_100": 0.05085, + "map_at_1000": 0.05208, + "map_at_3": 0.0372, + "map_at_5": 0.04002, + "mrr_at_1": 0.03731, + "mrr_at_10": 0.05603, + "mrr_at_100": 0.06419, + "mrr_at_1000": 0.06523, + "mrr_at_3": 0.0483, + "mrr_at_5": 0.05172, + "ndcg_at_1": 0.03731, + "ndcg_at_10": 0.05795, + "ndcg_at_100": 0.0946, + "ndcg_at_1000": 0.13177, + "ndcg_at_3": 0.0431, + "ndcg_at_5": 0.04779, + "precision_at_1": 0.03731, + "precision_at_10": 0.01206, + "precision_at_100": 0.00374, + "precision_at_1000": 0.00083, + "precision_at_3": 0.02197, + "precision_at_5": 0.01692, + "recall_at_1": 0.02944, + "recall_at_10": 0.08932, + "recall_at_100": 0.2537, + "recall_at_1000": 0.52971, + "recall_at_3": 0.04803, + "recall_at_5": 0.0589 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackPhysicsRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackPhysicsRetrieval.json index 2a35d81bd0e4ee30146bb58ef6c0f8aeaba171e4..0323a5b0ef0cc774e4c506aee2237b1137b527a5 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackPhysicsRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackPhysicsRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackPhysicsRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 45.28, - "map_at_1": 0.10749, - "map_at_10": 0.14256, - "map_at_100": 0.15075, - "map_at_1000": 0.1522, - "map_at_3": 0.12944, - "map_at_5": 0.13591, + "evaluation_time": 248.3, + "map_at_1": 0.1042, + "map_at_10": 0.14709, + "map_at_100": 0.15715, + "map_at_1000": 0.15853, + "map_at_3": 0.13132, + "map_at_5": 0.13902, "mrr_at_1": 0.12897, - "mrr_at_10": 0.17045, - "mrr_at_100": 0.17853, - "mrr_at_1000": 0.17957, - "mrr_at_3": 0.15512, - "mrr_at_5": 0.16267, + "mrr_at_10": 0.18096, + "mrr_at_100": 0.19019, + "mrr_at_1000": 0.19118, + "mrr_at_3": 0.16137, + "mrr_at_5": 0.17263, "ndcg_at_1": 0.12897, - "ndcg_at_10": 0.17076, - "ndcg_at_100": 0.21676, - "ndcg_at_1000": 0.25504, - "ndcg_at_3": 0.14593, - "ndcg_at_5": 0.15567, + "ndcg_at_10": 0.18057, + "ndcg_at_100": 0.2339, + "ndcg_at_1000": 0.27155, + "ndcg_at_3": 0.15068, + "ndcg_at_5": 0.16292, "precision_at_1": 0.12897, - "precision_at_10": 0.03138, - "precision_at_100": 0.00656, - "precision_at_1000": 0.00122, - "precision_at_3": 0.06673, - "precision_at_5": 0.04812, - "recall_at_1": 0.10749, - "recall_at_10": 0.23096, - "recall_at_100": 0.44275, - "recall_at_1000": 0.71156, - "recall_at_3": 0.15842, - "recall_at_5": 0.18458 + "precision_at_10": 0.03551, + "precision_at_100": 0.00763, + "precision_at_1000": 0.00128, + "precision_at_3": 0.07251, + "precision_at_5": 0.05428, + "recall_at_1": 0.1042, + "recall_at_10": 0.2497, + "recall_at_100": 0.49108, + "recall_at_1000": 0.76231, + "recall_at_3": 0.16355, + "recall_at_5": 0.19492 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackProgrammersRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackProgrammersRetrieval.json index 5467b0087a7132b90dee9f67fe4a4549e0560d02..2146de1dddfeb40188269a740f19a7cc3f40e107 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackProgrammersRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackProgrammersRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackProgrammersRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 37.93, - "map_at_1": 0.05764, - "map_at_10": 0.08269, - "map_at_100": 0.08879, - "map_at_1000": 0.08983, - "map_at_3": 0.07331, - "map_at_5": 0.07816, - "mrr_at_1": 0.06963, - "mrr_at_10": 0.097, - "mrr_at_100": 0.10359, - "mrr_at_1000": 0.10453, - "mrr_at_3": 0.08733, - "mrr_at_5": 0.09201, - "ndcg_at_1": 0.06963, - "ndcg_at_10": 0.09993, - "ndcg_at_100": 0.13492, - "ndcg_at_1000": 0.16694, - "ndcg_at_3": 0.08237, - "ndcg_at_5": 0.08935, - "precision_at_1": 0.06963, - "precision_at_10": 0.01918, - "precision_at_100": 0.00427, - "precision_at_1000": 0.00085, - "precision_at_3": 0.03919, - "precision_at_5": 0.02854, - "recall_at_1": 0.05764, - "recall_at_10": 0.13962, - "recall_at_100": 0.30309, - "recall_at_1000": 0.54135, - "recall_at_3": 0.09008, - "recall_at_5": 0.10899 + "evaluation_time": 214.4, + "map_at_1": 0.06901, + "map_at_10": 0.09695, + "map_at_100": 0.10323, + "map_at_1000": 0.10453, + "map_at_3": 0.08534, + "map_at_5": 0.09127, + "mrr_at_1": 0.0879, + "mrr_at_10": 0.12155, + "mrr_at_100": 0.12842, + "mrr_at_1000": 0.12948, + "mrr_at_3": 0.10788, + "mrr_at_5": 0.11558, + "ndcg_at_1": 0.0879, + "ndcg_at_10": 0.11999, + "ndcg_at_100": 0.15639, + "ndcg_at_1000": 0.19291, + "ndcg_at_3": 0.09662, + "ndcg_at_5": 0.10671, + "precision_at_1": 0.0879, + "precision_at_10": 0.02295, + "precision_at_100": 0.0049, + "precision_at_1000": 0.00096, + "precision_at_3": 0.04604, + "precision_at_5": 0.0347, + "recall_at_1": 0.06901, + "recall_at_10": 0.16858, + "recall_at_100": 0.33711, + "recall_at_1000": 0.60393, + "recall_at_3": 0.10325, + "recall_at_5": 0.12823 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackRetrieval.json index 0ad6c8d354b3c6e95e3e420a545763c720379db3..d1f690e20b08068d42f2e62c0c3fc36e9848dc0a 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 535.6, - "map_at_1": 0.06045000000000001, - "map_at_10": 0.08727916666666666, - "map_at_100": 0.09325166666666668, - "map_at_1000": 0.09434333333333333, - "map_at_3": 0.07769749999999999, - "map_at_5": 0.08274416666666667, - "mrr_at_1": 0.07319083333333334, - "mrr_at_10": 0.10369249999999998, - "mrr_at_100": 0.10991000000000001, - "mrr_at_1000": 0.11085416666666667, - "mrr_at_3": 0.09300583333333334, - "mrr_at_5": 0.0984775, - "ndcg_at_1": 0.07319083333333334, - "ndcg_at_10": 0.10670916666666667, - "ndcg_at_100": 0.14045583333333334, - "ndcg_at_1000": 0.17263333333333333, - "ndcg_at_3": 0.0880475, - "ndcg_at_5": 0.09612083333333334, - "precision_at_1": 0.07319083333333334, - "precision_at_10": 0.0199975, - "precision_at_100": 0.0044199999999999995, - "precision_at_1000": 0.0008758333333333335, - "precision_at_3": 0.04143416666666667, - "precision_at_5": 0.030605833333333332, - "recall_at_1": 0.06045000000000001, - "recall_at_10": 0.15040416666666667, - "recall_at_100": 0.3094558333333334, - "recall_at_1000": 0.5482333333333334, - "recall_at_3": 0.09763583333333332, - "recall_at_5": 0.11856416666666668 + "evaluation_time": 2881.7500000000005, + "map_at_1": 0.062475, + "map_at_10": 0.09173833333333334, + "map_at_100": 0.09811416666666667, + "map_at_1000": 0.0992475, + "map_at_3": 0.0813275, + "map_at_5": 0.08670416666666667, + "mrr_at_1": 0.07709083333333333, + "mrr_at_10": 0.11029249999999999, + "mrr_at_100": 0.11693166666666667, + "mrr_at_1000": 0.11789000000000001, + "mrr_at_3": 0.09874916666666667, + "mrr_at_5": 0.10496166666666668, + "ndcg_at_1": 0.07709083333333333, + "ndcg_at_10": 0.11300166666666667, + "ndcg_at_100": 0.14782166666666668, + "ndcg_at_1000": 0.18099583333333333, + "ndcg_at_3": 0.09304, + "ndcg_at_5": 0.10157916666666666, + "precision_at_1": 0.07709083333333333, + "precision_at_10": 0.02160916666666667, + "precision_at_100": 0.004685, + "precision_at_1000": 0.0009008333333333335, + "precision_at_3": 0.044893333333333334, + "precision_at_5": 0.03330583333333334, + "recall_at_1": 0.062475, + "recall_at_10": 0.15992666666666663, + "recall_at_100": 0.3208983333333333, + "recall_at_1000": 0.5688258333333335, + "recall_at_3": 0.10381, + "recall_at_5": 0.12550333333333336 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackStatsRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackStatsRetrieval.json index 4f700731fbd788cc24ed0835a235ad2a4b70466b..eec1840d9b1d973b591cff0ed8a3f7e3bd9b81d4 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackStatsRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackStatsRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackStatsRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 49.82, - "map_at_1": 0.05598, - "map_at_10": 0.08435, - "map_at_100": 0.08968, - "map_at_1000": 0.0905, - "map_at_3": 0.0754, - "map_at_5": 0.08047, - "mrr_at_1": 0.06288, - "mrr_at_10": 0.09468, - "mrr_at_100": 0.10029, - "mrr_at_1000": 0.10106, - "mrr_at_3": 0.08436, - "mrr_at_5": 0.09034, - "ndcg_at_1": 0.06288, - "ndcg_at_10": 0.10232, - "ndcg_at_100": 0.13322, - "ndcg_at_1000": 0.15805, - "ndcg_at_3": 0.084, - "ndcg_at_5": 0.09277, - "precision_at_1": 0.06288, - "precision_at_10": 0.01764, - "precision_at_100": 0.0037, - "precision_at_1000": 0.00065, - "precision_at_3": 0.03783, - "precision_at_5": 0.02791, - "recall_at_1": 0.05598, - "recall_at_10": 0.14746, - "recall_at_100": 0.29596, - "recall_at_1000": 0.48431, - "recall_at_3": 0.0973, - "recall_at_5": 0.1191 + "evaluation_time": 325.58, + "map_at_1": 0.04012, + "map_at_10": 0.06256, + "map_at_100": 0.06776, + "map_at_1000": 0.0687, + "map_at_3": 0.05401, + "map_at_5": 0.05818, + "mrr_at_1": 0.05061, + "mrr_at_10": 0.07635, + "mrr_at_100": 0.08149, + "mrr_at_1000": 0.08239, + "mrr_at_3": 0.06697, + "mrr_at_5": 0.07111, + "ndcg_at_1": 0.05061, + "ndcg_at_10": 0.07928, + "ndcg_at_100": 0.10947, + "ndcg_at_1000": 0.13742, + "ndcg_at_3": 0.06201, + "ndcg_at_5": 0.06853, + "precision_at_1": 0.05061, + "precision_at_10": 0.01534, + "precision_at_100": 0.0034, + "precision_at_1000": 0.00063, + "precision_at_3": 0.02965, + "precision_at_5": 0.02209, + "recall_at_1": 0.04012, + "recall_at_10": 0.11881, + "recall_at_100": 0.26588, + "recall_at_1000": 0.4817, + "recall_at_3": 0.06991, + "recall_at_5": 0.08691 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackTexRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackTexRetrieval.json index 1fe580481578f2a3b79e8093c1f89e746352aeb1..efa9f87dd09cf2f0b7d99287aca2368081f73fb4 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackTexRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackTexRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackTexRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 86.16, - "map_at_1": 0.04759, - "map_at_10": 0.06545, - "map_at_100": 0.0702, - "map_at_1000": 0.07106, - "map_at_3": 0.05864, - "map_at_5": 0.0619, - "mrr_at_1": 0.05609, - "mrr_at_10": 0.07765, - "mrr_at_100": 0.08315, - "mrr_at_1000": 0.08396, - "mrr_at_3": 0.06963, - "mrr_at_5": 0.07355, - "ndcg_at_1": 0.05609, - "ndcg_at_10": 0.07947, - "ndcg_at_100": 0.10704, - "ndcg_at_1000": 0.13469, - "ndcg_at_3": 0.06569, - "ndcg_at_5": 0.07115, - "precision_at_1": 0.05609, - "precision_at_10": 0.01456, - "precision_at_100": 0.00342, - "precision_at_1000": 0.00069, - "precision_at_3": 0.02982, - "precision_at_5": 0.02202, - "recall_at_1": 0.04759, - "recall_at_10": 0.11071, - "recall_at_100": 0.24013, - "recall_at_1000": 0.45028, - "recall_at_3": 0.07201, - "recall_at_5": 0.08566 + "evaluation_time": 579.5, + "map_at_1": 0.02864, + "map_at_10": 0.04441, + "map_at_100": 0.04845, + "map_at_1000": 0.04929, + "map_at_3": 0.03831, + "map_at_5": 0.0415, + "mrr_at_1": 0.03648, + "mrr_at_10": 0.05603, + "mrr_at_100": 0.06068, + "mrr_at_1000": 0.06147, + "mrr_at_3": 0.04864, + "mrr_at_5": 0.05268, + "ndcg_at_1": 0.03648, + "ndcg_at_10": 0.05682, + "ndcg_at_100": 0.07996, + "ndcg_at_1000": 0.10761, + "ndcg_at_3": 0.04473, + "ndcg_at_5": 0.0499, + "precision_at_1": 0.03648, + "precision_at_10": 0.01122, + "precision_at_100": 0.00287, + "precision_at_1000": 0.00065, + "precision_at_3": 0.02191, + "precision_at_5": 0.01672, + "recall_at_1": 0.02864, + "recall_at_10": 0.08445, + "recall_at_100": 0.19064, + "recall_at_1000": 0.4018, + "recall_at_3": 0.05023, + "recall_at_5": 0.06374 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackUnixRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackUnixRetrieval.json index 8ad9385bdddf3ce91b83732bc1ec595d1b1f200d..8a3568f00d5211f177ee3c737f24aa56a986e315 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackUnixRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackUnixRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackUnixRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 55.55, - "map_at_1": 0.06988, - "map_at_10": 0.08483, - "map_at_100": 0.09025, - "map_at_1000": 0.09121, - "map_at_3": 0.07614, - "map_at_5": 0.07979, - "mrr_at_1": 0.07929, - "mrr_at_10": 0.09801, - "mrr_at_100": 0.10401, - "mrr_at_1000": 0.10487, - "mrr_at_3": 0.08784, - "mrr_at_5": 0.09213, - "ndcg_at_1": 0.07929, - "ndcg_at_10": 0.09981, - "ndcg_at_100": 0.13122, - "ndcg_at_1000": 0.16087, - "ndcg_at_3": 0.08139, - "ndcg_at_5": 0.08767, - "precision_at_1": 0.07929, - "precision_at_10": 0.01679, - "precision_at_100": 0.00369, - "precision_at_1000": 0.00072, - "precision_at_3": 0.03296, - "precision_at_5": 0.02388, - "recall_at_1": 0.06988, - "recall_at_10": 0.13443, - "recall_at_100": 0.28261, - "recall_at_1000": 0.50482, - "recall_at_3": 0.08427, - "recall_at_5": 0.09962 + "evaluation_time": 309.51, + "map_at_1": 0.04981, + "map_at_10": 0.07098, + "map_at_100": 0.07533, + "map_at_1000": 0.0763, + "map_at_3": 0.06475, + "map_at_5": 0.0685, + "mrr_at_1": 0.0597, + "mrr_at_10": 0.08313, + "mrr_at_100": 0.08813, + "mrr_at_1000": 0.08908, + "mrr_at_3": 0.07587, + "mrr_at_5": 0.07998, + "ndcg_at_1": 0.0597, + "ndcg_at_10": 0.0855, + "ndcg_at_100": 0.1129, + "ndcg_at_1000": 0.14468, + "ndcg_at_3": 0.07285, + "ndcg_at_5": 0.07909, + "precision_at_1": 0.0597, + "precision_at_10": 0.01521, + "precision_at_100": 0.00333, + "precision_at_1000": 0.00069, + "precision_at_3": 0.03389, + "precision_at_5": 0.02481, + "recall_at_1": 0.04981, + "recall_at_10": 0.11799, + "recall_at_100": 0.25012, + "recall_at_1000": 0.49467, + "recall_at_3": 0.08424, + "recall_at_5": 0.09941 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWebmastersRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWebmastersRetrieval.json index f8b47902492f5a21f1362db95faa3badcf4ff7a6..045f05ca3339847b83d4e6419ff67daa0f333ce6 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWebmastersRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWebmastersRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackWebmastersRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 20.09, - "map_at_1": 0.0462, - "map_at_10": 0.07928, - "map_at_100": 0.08512, - "map_at_1000": 0.08647, - "map_at_3": 0.06989, - "map_at_5": 0.07562, - "mrr_at_1": 0.05929, - "mrr_at_10": 0.09768, - "mrr_at_100": 0.10363, - "mrr_at_1000": 0.10471, - "mrr_at_3": 0.08794, - "mrr_at_5": 0.09338, - "ndcg_at_1": 0.05929, - "ndcg_at_10": 0.10027, - "ndcg_at_100": 0.13134, - "ndcg_at_1000": 0.16973, - "ndcg_at_3": 0.08376, - "ndcg_at_5": 0.09207, - "precision_at_1": 0.05929, - "precision_at_10": 0.02134, - "precision_at_100": 0.00508, - "precision_at_1000": 0.00127, - "precision_at_3": 0.04414, - "precision_at_5": 0.0336, - "recall_at_1": 0.0462, - "recall_at_10": 0.14242, - "recall_at_100": 0.29053, - "recall_at_1000": 0.57127, - "recall_at_3": 0.09371, - "recall_at_5": 0.11634 + "evaluation_time": 91.33, + "map_at_1": 0.03333, + "map_at_10": 0.06484, + "map_at_100": 0.07224, + "map_at_1000": 0.07361, + "map_at_3": 0.0529, + "map_at_5": 0.05956, + "mrr_at_1": 0.05336, + "mrr_at_10": 0.09137, + "mrr_at_100": 0.09933, + "mrr_at_1000": 0.10039, + "mrr_at_3": 0.07708, + "mrr_at_5": 0.08498, + "ndcg_at_1": 0.05336, + "ndcg_at_10": 0.09072, + "ndcg_at_100": 0.1289, + "ndcg_at_1000": 0.16922, + "ndcg_at_3": 0.06936, + "ndcg_at_5": 0.07908, + "precision_at_1": 0.05336, + "precision_at_10": 0.02095, + "precision_at_100": 0.00543, + "precision_at_1000": 0.00128, + "precision_at_3": 0.03887, + "precision_at_5": 0.03083, + "recall_at_1": 0.03333, + "recall_at_10": 0.14281, + "recall_at_100": 0.32169, + "recall_at_1000": 0.61938, + "recall_at_3": 0.0776, + "recall_at_5": 0.10681 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWordpressRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWordpressRetrieval.json index 702cbe05a6a6e78a513aa63eadc724a137fdb5a7..772b2431528faaf5ffcc1e89a2a1eb1e8e5d843f 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWordpressRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/CQADupstackWordpressRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "CQADupstackWordpressRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 56.07, - "map_at_1": 0.03204, - "map_at_10": 0.04931, - "map_at_100": 0.05386, - "map_at_1000": 0.05479, - "map_at_3": 0.04055, - "map_at_5": 0.0456, - "mrr_at_1": 0.03697, - "mrr_at_10": 0.0564, - "mrr_at_100": 0.06123, - "mrr_at_1000": 0.06216, - "mrr_at_3": 0.04775, - "mrr_at_5": 0.05283, - "ndcg_at_1": 0.03697, - "ndcg_at_10": 0.06331, - "ndcg_at_100": 0.09057, - "ndcg_at_1000": 0.11953, - "ndcg_at_3": 0.04575, - "ndcg_at_5": 0.05459, - "precision_at_1": 0.03697, - "precision_at_10": 0.01201, - "precision_at_100": 0.00277, - "precision_at_1000": 0.00058, - "precision_at_3": 0.02095, - "precision_at_5": 0.01738, - "recall_at_1": 0.03204, - "recall_at_10": 0.10065, - "recall_at_100": 0.2354, - "recall_at_1000": 0.45979, - "recall_at_3": 0.05277, - "recall_at_5": 0.0744 + "evaluation_time": 339.43, + "map_at_1": 0.02495, + "map_at_10": 0.03301, + "map_at_100": 0.03637, + "map_at_1000": 0.03723, + "map_at_3": 0.02896, + "map_at_5": 0.03035, + "mrr_at_1": 0.02773, + "mrr_at_10": 0.03644, + "mrr_at_100": 0.04026, + "mrr_at_1000": 0.04113, + "mrr_at_3": 0.03235, + "mrr_at_5": 0.03373, + "ndcg_at_1": 0.02773, + "ndcg_at_10": 0.03999, + "ndcg_at_100": 0.05917, + "ndcg_at_1000": 0.08694, + "ndcg_at_3": 0.03123, + "ndcg_at_5": 0.03362, + "precision_at_1": 0.02773, + "precision_at_10": 0.00665, + "precision_at_100": 0.00185, + "precision_at_1000": 0.00045, + "precision_at_3": 0.01294, + "precision_at_5": 0.00887, + "recall_at_1": 0.02495, + "recall_at_10": 0.05915, + "recall_at_100": 0.15098, + "recall_at_1000": 0.37161, + "recall_at_3": 0.03481, + "recall_at_5": 0.04036 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/ClimateFEVER.json b/results/facebook-dpr-ctx_encoder-multiset-base/ClimateFEVER.json index 2e76e370648f5b7a551ce05fd643e90121c0c97d..20deda393f87f96e2291e345266fd2e81a15b67f 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/ClimateFEVER.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/ClimateFEVER.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "ClimateFEVER", "mteb_version": "1.2.0", "test": { - "evaluation_time": 5497.01, - "map_at_1": 0.05232, - "map_at_10": 0.08581, - "map_at_100": 0.0956, - "map_at_1000": 0.09715, - "map_at_3": 0.07293, - "map_at_5": 0.07917, - "mrr_at_1": 0.11661, - "mrr_at_10": 0.18266, - "mrr_at_100": 0.19403, - "mrr_at_1000": 0.19487, - "mrr_at_3": 0.16135, - "mrr_at_5": 0.17268, - "ndcg_at_1": 0.11661, - "ndcg_at_10": 0.12881, - "ndcg_at_100": 0.18062, - "ndcg_at_1000": 0.21742, - "ndcg_at_3": 0.10402, - "ndcg_at_5": 0.1117, - "precision_at_1": 0.11661, - "precision_at_10": 0.03961, - "precision_at_100": 0.0095, - "precision_at_1000": 0.00162, - "precision_at_3": 0.07644, - "precision_at_5": 0.05798, - "recall_at_1": 0.05232, - "recall_at_10": 0.16047, - "recall_at_100": 0.34754, - "recall_at_1000": 0.56165, - "recall_at_3": 0.0975, - "recall_at_5": 0.12067 + "evaluation_time": 19219.18, + "map_at_1": 0.04304, + "map_at_10": 0.08061, + "map_at_100": 0.09133, + "map_at_1000": 0.09309, + "map_at_3": 0.06548, + "map_at_5": 0.07284, + "mrr_at_1": 0.09446, + "mrr_at_10": 0.1649, + "mrr_at_100": 0.17629, + "mrr_at_1000": 0.17715, + "mrr_at_3": 0.13648, + "mrr_at_5": 0.15173, + "ndcg_at_1": 0.09446, + "ndcg_at_10": 0.12445, + "ndcg_at_100": 0.18032, + "ndcg_at_1000": 0.22065, + "ndcg_at_3": 0.09196, + "ndcg_at_5": 0.10384, + "precision_at_1": 0.09446, + "precision_at_10": 0.04117, + "precision_at_100": 0.01008, + "precision_at_1000": 0.00174, + "precision_at_3": 0.06906, + "precision_at_5": 0.05655, + "recall_at_1": 0.04304, + "recall_at_10": 0.16621, + "recall_at_100": 0.36783, + "recall_at_1000": 0.60264, + "recall_at_3": 0.0896, + "recall_at_5": 0.11891 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/DBPedia.json b/results/facebook-dpr-ctx_encoder-multiset-base/DBPedia.json index c5747c2023e54c6856268920d4c7f8b59adcafb8..3ea8af277606640b7b7655fe3d4de4982ef8f851 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/DBPedia.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/DBPedia.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "DBPedia", "mteb_version": "1.2.0", "test": { - "evaluation_time": 4542.8, - "map_at_1": 0.02154, - "map_at_10": 0.05148, - "map_at_100": 0.07013, - "map_at_1000": 0.07515, - "map_at_3": 0.03532, - "map_at_5": 0.04242, - "mrr_at_1": 0.2225, - "mrr_at_10": 0.30976, - "mrr_at_100": 0.31733, - "mrr_at_1000": 0.31802, - "mrr_at_3": 0.2825, - "mrr_at_5": 0.30113, - "ndcg_at_1": 0.16, - "ndcg_at_10": 0.13396, - "ndcg_at_100": 0.15842, - "ndcg_at_1000": 0.21134, - "ndcg_at_3": 0.14048, - "ndcg_at_5": 0.13809, - "precision_at_1": 0.2225, - "precision_at_10": 0.1155, - "precision_at_100": 0.03545, - "precision_at_1000": 0.00787, - "precision_at_3": 0.17, - "precision_at_5": 0.148, - "recall_at_1": 0.02154, - "recall_at_10": 0.08673, - "recall_at_100": 0.21172, - "recall_at_1000": 0.40358, - "recall_at_3": 0.04288, - "recall_at_5": 0.06195 + "evaluation_time": 10251.14, + "map_at_1": 0.04631, + "map_at_10": 0.09402, + "map_at_100": 0.12611, + "map_at_1000": 0.13524, + "map_at_3": 0.07096, + "map_at_5": 0.08115, + "mrr_at_1": 0.3975, + "mrr_at_10": 0.49605, + "mrr_at_100": 0.504, + "mrr_at_1000": 0.50427, + "mrr_at_3": 0.47083, + "mrr_at_5": 0.48658, + "ndcg_at_1": 0.32375, + "ndcg_at_10": 0.2324, + "ndcg_at_100": 0.26441, + "ndcg_at_1000": 0.3342, + "ndcg_at_3": 0.26877, + "ndcg_at_5": 0.25174, + "precision_at_1": 0.3975, + "precision_at_10": 0.18125, + "precision_at_100": 0.0588, + "precision_at_1000": 0.01296, + "precision_at_3": 0.29083, + "precision_at_5": 0.2445, + "recall_at_1": 0.04631, + "recall_at_10": 0.1376, + "recall_at_100": 0.31436, + "recall_at_1000": 0.54633, + "recall_at_3": 0.08138, + "recall_at_5": 0.10386 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/EmotionClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/EmotionClassification.json index 1b51b27af3a45e2be17912719f72762e24798bd8..d928ae51b5618b0f92ff55498b98fa3e95a84237 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/EmotionClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/EmotionClassification.json @@ -3,11 +3,11 @@ "mteb_dataset_name": "EmotionClassification", "mteb_version": "1.2.0", "test": { - "accuracy": 0.3752000000000001, - "accuracy_stderr": 0.01989623079882219, - "evaluation_time": 6.45, - "f1": 0.3285105821660149, - "f1_stderr": 0.01751431369138334, - "main_score": 0.3752000000000001 + "accuracy": 0.37575, + "accuracy_stderr": 0.018581240539856336, + "evaluation_time": 7.64, + "f1": 0.3288869144525575, + "f1_stderr": 0.016333370421128517, + "main_score": 0.37575 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/FEVER.json b/results/facebook-dpr-ctx_encoder-multiset-base/FEVER.json index 639eaf23e002295204aede12649f0d264b811019..690bc8b848eeb063c2c7cf2ae86f0256be927976 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/FEVER.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/FEVER.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "FEVER", "mteb_version": "1.2.0", "test": { - "evaluation_time": 6048.77, - "map_at_1": 0.2377, - "map_at_10": 0.31304, - "map_at_100": 0.32042, - "map_at_1000": 0.32094, - "map_at_3": 0.2918, - "map_at_5": 0.30382, - "mrr_at_1": 0.25503, - "mrr_at_10": 0.33461, - "mrr_at_100": 0.34181, - "mrr_at_1000": 0.34229, - "mrr_at_3": 0.31266, - "mrr_at_5": 0.32521, - "ndcg_at_1": 0.25503, - "ndcg_at_10": 0.35781, - "ndcg_at_100": 0.3945, - "ndcg_at_1000": 0.40923, - "ndcg_at_3": 0.31461, - "ndcg_at_5": 0.33585, - "precision_at_1": 0.25503, - "precision_at_10": 0.05222, - "precision_at_100": 0.00716, - "precision_at_1000": 0.00085, - "precision_at_3": 0.12976, - "precision_at_5": 0.08929, - "recall_at_1": 0.2377, - "recall_at_10": 0.47675, - "recall_at_100": 0.6471, - "recall_at_1000": 0.76204, - "recall_at_3": 0.35974, - "recall_at_5": 0.41075 + "evaluation_time": 19596.1, + "map_at_1": 0.33427, + "map_at_10": 0.43036, + "map_at_100": 0.43737, + "map_at_1000": 0.43786, + "map_at_3": 0.40579, + "map_at_5": 0.42118, + "mrr_at_1": 0.36064, + "mrr_at_10": 0.4604, + "mrr_at_100": 0.46692, + "mrr_at_1000": 0.46735, + "mrr_at_3": 0.43549, + "mrr_at_5": 0.45132, + "ndcg_at_1": 0.36064, + "ndcg_at_10": 0.48437, + "ndcg_at_100": 0.51854, + "ndcg_at_1000": 0.53232, + "ndcg_at_3": 0.43606, + "ndcg_at_5": 0.46294, + "precision_at_1": 0.36064, + "precision_at_10": 0.06835, + "precision_at_100": 0.00867, + "precision_at_1000": 0.001, + "precision_at_3": 0.17862, + "precision_at_5": 0.12178, + "recall_at_1": 0.33427, + "recall_at_10": 0.62312, + "recall_at_100": 0.78048, + "recall_at_1000": 0.88707, + "recall_at_3": 0.49343, + "recall_at_5": 0.55873 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/FiQA2018.json b/results/facebook-dpr-ctx_encoder-multiset-base/FiQA2018.json index 349e8e1acf23bcbc9d94ce8335d564d0b1538562..cfe65080d96cca5c436de8fe791de36e3a6c3014 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/FiQA2018.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/FiQA2018.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "FiQA2018", "mteb_version": "1.2.0", "test": { - "evaluation_time": 64.67, - "map_at_1": 0.02077, - "map_at_10": 0.03346, - "map_at_100": 0.03784, - "map_at_1000": 0.03877, - "map_at_3": 0.02881, - "map_at_5": 0.03125, - "mrr_at_1": 0.04012, - "mrr_at_10": 0.0625, - "mrr_at_100": 0.0674, - "mrr_at_1000": 0.06837, - "mrr_at_3": 0.05453, - "mrr_at_5": 0.059, - "ndcg_at_1": 0.04012, - "ndcg_at_10": 0.04763, - "ndcg_at_100": 0.07223, - "ndcg_at_1000": 0.1043, - "ndcg_at_3": 0.03906, - "ndcg_at_5": 0.04239, - "precision_at_1": 0.04012, - "precision_at_10": 0.01327, - "precision_at_100": 0.00364, - "precision_at_1000": 0.0009, - "precision_at_3": 0.02469, - "precision_at_5": 0.01975, - "recall_at_1": 0.02077, - "recall_at_10": 0.06224, - "recall_at_100": 0.16307, - "recall_at_1000": 0.37664, - "recall_at_3": 0.03734, - "recall_at_5": 0.047 + "evaluation_time": 326.6, + "map_at_1": 0.02491, + "map_at_10": 0.04639, + "map_at_100": 0.05228, + "map_at_1000": 0.05365, + "map_at_3": 0.0376, + "map_at_5": 0.0412, + "mrr_at_1": 0.05401, + "mrr_at_10": 0.0903, + "mrr_at_100": 0.09785, + "mrr_at_1000": 0.09884, + "mrr_at_3": 0.07536, + "mrr_at_5": 0.082, + "ndcg_at_1": 0.05401, + "ndcg_at_10": 0.07058, + "ndcg_at_100": 0.106, + "ndcg_at_1000": 0.14516, + "ndcg_at_3": 0.05457, + "ndcg_at_5": 0.0583, + "precision_at_1": 0.05401, + "precision_at_10": 0.02238, + "precision_at_100": 0.00586, + "precision_at_1000": 0.00124, + "precision_at_3": 0.03755, + "precision_at_5": 0.02901, + "recall_at_1": 0.02491, + "recall_at_10": 0.10134, + "recall_at_100": 0.24223, + "recall_at_1000": 0.4977, + "recall_at_3": 0.05226, + "recall_at_5": 0.06784 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/HotpotQA.json b/results/facebook-dpr-ctx_encoder-multiset-base/HotpotQA.json index 288f50ed97c0e37db8ea8344ee70b9fa9912ea88..aee7e46338546f63176ac440b9030a3178d30f45 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/HotpotQA.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/HotpotQA.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "HotpotQA", "mteb_version": "1.2.0", "test": { - "evaluation_time": 6065.73, - "map_at_1": 0.12998, - "map_at_10": 0.17509, - "map_at_100": 0.18139, - "map_at_1000": 0.18224, - "map_at_3": 0.16235, - "map_at_5": 0.1691, - "mrr_at_1": 0.25996, - "mrr_at_10": 0.3162, - "mrr_at_100": 0.32239, - "mrr_at_1000": 0.32303, - "mrr_at_3": 0.30137, - "mrr_at_5": 0.30931, - "ndcg_at_1": 0.25996, - "ndcg_at_10": 0.22864, - "ndcg_at_100": 0.26026, - "ndcg_at_1000": 0.28303, - "ndcg_at_3": 0.20268, - "ndcg_at_5": 0.2146, - "precision_at_1": 0.25996, - "precision_at_10": 0.04997, - "precision_at_100": 0.00754, - "precision_at_1000": 0.00106, - "precision_at_3": 0.12712, - "precision_at_5": 0.08575, - "recall_at_1": 0.12998, - "recall_at_10": 0.24983, - "recall_at_100": 0.37725, - "recall_at_1000": 0.53011, - "recall_at_3": 0.19068, - "recall_at_5": 0.21438 + "evaluation_time": 11390.01, + "map_at_1": 0.18231, + "map_at_10": 0.2505, + "map_at_100": 0.25943, + "map_at_1000": 0.26052, + "map_at_3": 0.23061, + "map_at_5": 0.2417, + "mrr_at_1": 0.36462, + "mrr_at_10": 0.44123, + "mrr_at_100": 0.44816, + "mrr_at_1000": 0.4487, + "mrr_at_3": 0.42116, + "mrr_at_5": 0.43204, + "ndcg_at_1": 0.36462, + "ndcg_at_10": 0.32414, + "ndcg_at_100": 0.36525, + "ndcg_at_1000": 0.39129, + "ndcg_at_3": 0.286, + "ndcg_at_5": 0.30438, + "precision_at_1": 0.36462, + "precision_at_10": 0.0712, + "precision_at_100": 0.01041, + "precision_at_1000": 0.00139, + "precision_at_3": 0.17988, + "precision_at_5": 0.12257, + "recall_at_1": 0.18231, + "recall_at_10": 0.35598, + "recall_at_100": 0.52066, + "recall_at_1000": 0.69473, + "recall_at_3": 0.26982, + "recall_at_5": 0.30641 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/ImdbClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/ImdbClassification.json index 36a51ae7fb81aae9d99f795f7a680726a16b0987..ac30826db934731f3ede677108bf0d23b31a4cb5 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/ImdbClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/ImdbClassification.json @@ -3,13 +3,13 @@ "mteb_dataset_name": "ImdbClassification", "mteb_version": "1.2.0", "test": { - "accuracy": 0.572684, - "accuracy_stderr": 0.03596681781865056, - "ap": 0.542905220712224, - "ap_stderr": 0.022651008042984228, - "evaluation_time": 42.47, - "f1": 0.5657134861181902, - "f1_stderr": 0.037718560855359226, - "main_score": 0.572684 + "accuracy": 0.596684, + "accuracy_stderr": 0.044463185490920466, + "ap": 0.5613161591143628, + "ap_stderr": 0.02925133708221031, + "evaluation_time": 260.61, + "f1": 0.5923407498631216, + "f1_stderr": 0.04457458726115152, + "main_score": 0.596684 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MSMARCO.json b/results/facebook-dpr-ctx_encoder-multiset-base/MSMARCO.json index 9218e295a1673c9a92a1f079b53848acbdc832a1..48d77b45db2c9acc5dc64742549977f443f48c71 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MSMARCO.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MSMARCO.json @@ -1,37 +1,37 @@ { "dataset_revision": "c5a29a104738b98a9e76336939199e264163d4a0", "dev": { - "evaluation_time": 10741.53, - "map_at_1": 0.02806, - "map_at_10": 0.05123, - "map_at_100": 0.05638, - "map_at_1000": 0.05715, - "map_at_3": 0.04205, - "map_at_5": 0.04713, - "mrr_at_1": 0.02851, - "mrr_at_10": 0.05246, - "mrr_at_100": 0.05769, - "mrr_at_1000": 0.05844, - "mrr_at_3": 0.04303, - "mrr_at_5": 0.04834, - "ndcg_at_1": 0.02865, - "ndcg_at_10": 0.06625, - "ndcg_at_100": 0.09541, - "ndcg_at_1000": 0.12032, - "ndcg_at_3": 0.04708, - "ndcg_at_5": 0.05633, - "precision_at_1": 0.02865, - "precision_at_10": 0.01169, - "precision_at_100": 0.0027, - "precision_at_1000": 0.00049, - "precision_at_3": 0.02077, - "precision_at_5": 0.01713, - "recall_at_1": 0.02806, - "recall_at_10": 0.1134, - "recall_at_100": 0.25738, - "recall_at_1000": 0.46089, - "recall_at_3": 0.06058, - "recall_at_5": 0.0829 + "evaluation_time": 23250.72, + "map_at_1": 0.06593, + "map_at_10": 0.11678, + "map_at_100": 0.12593, + "map_at_1000": 0.12687, + "map_at_3": 0.09879, + "map_at_5": 0.10862, + "mrr_at_1": 0.06748, + "mrr_at_10": 0.11951, + "mrr_at_100": 0.12862, + "mrr_at_1000": 0.12953, + "mrr_at_3": 0.10129, + "mrr_at_5": 0.11122, + "ndcg_at_1": 0.06748, + "ndcg_at_10": 0.1481, + "ndcg_at_100": 0.19728, + "ndcg_at_1000": 0.22531, + "ndcg_at_3": 0.11038, + "ndcg_at_5": 0.12802, + "precision_at_1": 0.06748, + "precision_at_10": 0.0255, + "precision_at_100": 0.00507, + "precision_at_1000": 0.00075, + "precision_at_3": 0.04871, + "precision_at_5": 0.03814, + "recall_at_1": 0.06593, + "recall_at_10": 0.24599, + "recall_at_100": 0.48467, + "recall_at_1000": 0.70985, + "recall_at_3": 0.14148, + "recall_at_5": 0.18372 }, "mteb_dataset_name": "MSMARCO", "mteb_version": "1.2.0" diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MTOPDomainClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/MTOPDomainClassification.json index 1d1d0819bd429614f8299e722232d4751cd7624f..547d071f337983fda0b6abf0f3de2aaf40ccd5d5 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MTOPDomainClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MTOPDomainClassification.json @@ -4,12 +4,12 @@ "mteb_version": "1.2.0", "test": { "en": { - "accuracy": 0.8188554491564067, - "accuracy_stderr": 0.012785087932977364, - "f1": 0.8139669813638403, - "f1_stderr": 0.01175854815236334, - "main_score": 0.8188554491564067 + "accuracy": 0.8189466484268128, + "accuracy_stderr": 0.012713816967826173, + "f1": 0.8140692601437012, + "f1_stderr": 0.011741355125638118, + "main_score": 0.8189466484268128 }, - "evaluation_time": 6.89 + "evaluation_time": 7.04 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MTOPIntentClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/MTOPIntentClassification.json index 0a34e1b7e19bc78593a2f6b3a104df16e5178660..666eb1c73c046d9708162c4acc52b366aa8fff9e 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MTOPIntentClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MTOPIntentClassification.json @@ -5,11 +5,11 @@ "test": { "en": { "accuracy": 0.667920656634747, - "accuracy_stderr": 0.016553122940653805, - "f1": 0.46877230411492626, - "f1_stderr": 0.01364835521232916, + "accuracy_stderr": 0.01658512392841925, + "f1": 0.4688889436760735, + "f1_stderr": 0.013705228878306783, "main_score": 0.667920656634747 }, - "evaluation_time": 21.77 + "evaluation_time": 21.97 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MassiveIntentClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/MassiveIntentClassification.json index 8dae3a4581b1ddaeac9fcbfd781ca6b98da02f82..2daf81f2c9024a8e564fbca4658b4eacee1da88c 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MassiveIntentClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MassiveIntentClassification.json @@ -4,12 +4,12 @@ "mteb_version": "1.2.0", "test": { "en": { - "accuracy": 0.6099529253530599, - "accuracy_stderr": 0.016792860228957953, - "f1": 0.5795606481180131, - "f1_stderr": 0.01595245236798842, - "main_score": 0.6099529253530599 + "accuracy": 0.609549428379287, + "accuracy_stderr": 0.016422376402126744, + "f1": 0.5793471685641954, + "f1_stderr": 0.01633540329811055, + "main_score": 0.609549428379287 }, - "evaluation_time": 14.41 + "evaluation_time": 19.77 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MassiveScenarioClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/MassiveScenarioClassification.json index a8651c0df3266206a1a749b92f187eb7a8b14aaa..1dd9308dcf6362d773e3d361d05578f7302440c9 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MassiveScenarioClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MassiveScenarioClassification.json @@ -4,12 +4,12 @@ "mteb_version": "1.2.0", "test": { "en": { - "accuracy": 0.6542367182246134, - "accuracy_stderr": 0.014526552638798429, - "f1": 0.6421968675070528, - "f1_stderr": 0.013008185823380368, - "main_score": 0.6542367182246134 + "accuracy": 0.6543375924680566, + "accuracy_stderr": 0.014475053633943762, + "f1": 0.6422578054437758, + "f1_stderr": 0.012995103650984913, + "main_score": 0.6543375924680566 }, - "evaluation_time": 7.24 + "evaluation_time": 4.52 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringP2P.json b/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringP2P.json index 08a507a753f2f53c3279184f583f56d67fd0205f..35e27cfb9a298709c2b4d65e288302ccd8fe7411 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringP2P.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringP2P.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "MedrxivClusteringP2P", "mteb_version": "1.2.0", "test": { - "evaluation_time": 63.06, - "main_score": 0.2520110123540152, - "v_measure": 0.2520110123540152, - "v_measure_std": 0.013961129270498402 + "evaluation_time": 453.47, + "main_score": 0.2763675812036596, + "v_measure": 0.2763675812036596, + "v_measure_std": 0.01447999712801492 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringS2S.json b/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringS2S.json index ebec5dc9cb37da6e6002e578898ff66c1ae193d6..6747589d5fbc74fb34b4d45787745e3d9ca12ca9 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringS2S.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MedrxivClusteringS2S.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "MedrxivClusteringS2S", "mteb_version": "1.2.0", "test": { - "evaluation_time": 28.32, - "main_score": 0.21996206510356595, - "v_measure": 0.21996206510356595, - "v_measure_std": 0.015788705703029707 + "evaluation_time": 43.75, + "main_score": 0.2199458022871114, + "v_measure": 0.2199458022871114, + "v_measure_std": 0.015803738647367255 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/MindSmallReranking.json b/results/facebook-dpr-ctx_encoder-multiset-base/MindSmallReranking.json index 00bf21b44d8eecd90b6e26f43080ca24ade61cf9..0437db3d5c432550eea3c6937c7360cec1ed69b1 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/MindSmallReranking.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/MindSmallReranking.json @@ -3,8 +3,8 @@ "mteb_dataset_name": "MindSmallReranking", "mteb_version": "1.2.0", "test": { - "evaluation_time": 1655.83, - "map": 0.28923886678638594, - "mrr": 0.2961457680236755 + "evaluation_time": 3450.18, + "map": 0.2937399620484108, + "mrr": 0.30377728125655895 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/NFCorpus.json b/results/facebook-dpr-ctx_encoder-multiset-base/NFCorpus.json index a158aeb7d40eda7dfb6db44d95b3ab3ecb592600..d7fb94c998d5a0ba5448822ef2db8625234de5f5 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/NFCorpus.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/NFCorpus.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "NFCorpus", "mteb_version": "1.2.0", "test": { - "evaluation_time": 4.89, - "map_at_1": 0.02391, - "map_at_10": 0.04721, - "map_at_100": 0.05931, - "map_at_1000": 0.06827, - "map_at_3": 0.03718, - "map_at_5": 0.04195, - "mrr_at_1": 0.22291, - "mrr_at_10": 0.30076, - "mrr_at_100": 0.31137, - "mrr_at_1000": 0.31216, - "mrr_at_3": 0.27761, - "mrr_at_5": 0.29185, - "ndcg_at_1": 0.21517, - "ndcg_at_10": 0.1565, - "ndcg_at_100": 0.15587, - "ndcg_at_1000": 0.25013, - "ndcg_at_3": 0.19007, - "ndcg_at_5": 0.17461, - "precision_at_1": 0.22291, - "precision_at_10": 0.11517, - "precision_at_100": 0.0417, - "precision_at_1000": 0.01628, - "precision_at_3": 0.1806, - "precision_at_5": 0.14923, - "recall_at_1": 0.02391, - "recall_at_10": 0.07083, - "recall_at_100": 0.18818, - "recall_at_1000": 0.51075, - "recall_at_3": 0.0448, - "recall_at_5": 0.05642 + "evaluation_time": 37.23, + "map_at_1": 0.01987, + "map_at_10": 0.04611, + "map_at_100": 0.05828, + "map_at_1000": 0.06796, + "map_at_3": 0.03446, + "map_at_5": 0.04027, + "mrr_at_1": 0.26625, + "mrr_at_10": 0.32581, + "mrr_at_100": 0.33585, + "mrr_at_1000": 0.33658, + "mrr_at_3": 0.30237, + "mrr_at_5": 0.31429, + "ndcg_at_1": 0.25077, + "ndcg_at_10": 0.16447, + "ndcg_at_100": 0.15927, + "ndcg_at_1000": 0.2543, + "ndcg_at_3": 0.19786, + "ndcg_at_5": 0.18446, + "precision_at_1": 0.26006, + "precision_at_10": 0.12136, + "precision_at_100": 0.04449, + "precision_at_1000": 0.01703, + "precision_at_3": 0.18473, + "precision_at_5": 0.15975, + "recall_at_1": 0.01987, + "recall_at_10": 0.07541, + "recall_at_100": 0.1872, + "recall_at_1000": 0.52085, + "recall_at_3": 0.03825, + "recall_at_5": 0.05206 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/NQ.json b/results/facebook-dpr-ctx_encoder-multiset-base/NQ.json index 3763da1700e9b9fcada021704e591a7b3aeafbc2..e54963701bfdddf479942030e391c9c1193df8f2 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/NQ.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/NQ.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "NQ", "mteb_version": "1.2.0", "test": { - "evaluation_time": 2885.82, - "map_at_1": 0.04741, - "map_at_10": 0.0964, - "map_at_100": 0.10642, - "map_at_1000": 0.10735, - "map_at_3": 0.07606, - "map_at_5": 0.08603, - "mrr_at_1": 0.05707, - "mrr_at_10": 0.10742, - "mrr_at_100": 0.11674, - "mrr_at_1000": 0.11758, - "mrr_at_3": 0.08763, - "mrr_at_5": 0.09742, - "ndcg_at_1": 0.05707, - "ndcg_at_10": 0.13018, - "ndcg_at_100": 0.18161, - "ndcg_at_1000": 0.20863, - "ndcg_at_3": 0.08808, - "ndcg_at_5": 0.10575, - "precision_at_1": 0.05707, - "precision_at_10": 0.027, - "precision_at_100": 0.00563, - "precision_at_1000": 0.00082, - "precision_at_3": 0.04413, - "precision_at_5": 0.03627, - "recall_at_1": 0.04741, - "recall_at_10": 0.22542, - "recall_at_100": 0.46531, - "recall_at_1000": 0.67584, - "recall_at_3": 0.11167, - "recall_at_5": 0.15324 + "evaluation_time": 9181.16, + "map_at_1": 0.19279, + "map_at_10": 0.30712, + "map_at_100": 0.32032, + "map_at_1000": 0.32095, + "map_at_3": 0.27009, + "map_at_5": 0.29003, + "mrr_at_1": 0.21784, + "mrr_at_10": 0.33099, + "mrr_at_100": 0.3419, + "mrr_at_1000": 0.34234, + "mrr_at_3": 0.29683, + "mrr_at_5": 0.31575, + "ndcg_at_1": 0.21756, + "ndcg_at_10": 0.37306, + "ndcg_at_100": 0.43299, + "ndcg_at_1000": 0.44862, + "ndcg_at_3": 0.29973, + "ndcg_at_5": 0.33446, + "precision_at_1": 0.21756, + "precision_at_10": 0.0655, + "precision_at_100": 0.00992, + "precision_at_1000": 0.00114, + "precision_at_3": 0.13963, + "precision_at_5": 0.10342, + "recall_at_1": 0.19279, + "recall_at_10": 0.55258, + "recall_at_100": 0.81974, + "recall_at_1000": 0.93825, + "recall_at_3": 0.35899, + "recall_at_5": 0.43979 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/QuoraRetrieval.json b/results/facebook-dpr-ctx_encoder-multiset-base/QuoraRetrieval.json index 7db285d2568a423dde694310eecd84b81e3997ae..5e238dac9b2df653e9f49a2bd5d53e947695b77c 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/QuoraRetrieval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/QuoraRetrieval.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "QuoraRetrieval", "mteb_version": "1.2.0", "test": { - "evaluation_time": 306.71, - "map_at_1": 0.47001, - "map_at_10": 0.56752, - "map_at_100": 0.57531, - "map_at_1000": 0.57587, - "map_at_3": 0.54313, - "map_at_5": 0.55766, - "mrr_at_1": 0.5429, - "mrr_at_10": 0.61509, - "mrr_at_100": 0.61972, - "mrr_at_1000": 0.62001, - "mrr_at_3": 0.59808, - "mrr_at_5": 0.60864, - "ndcg_at_1": 0.543, - "ndcg_at_10": 0.61423, - "ndcg_at_100": 0.64426, - "ndcg_at_1000": 0.65607, - "ndcg_at_3": 0.57865, - "ndcg_at_5": 0.59659, - "precision_at_1": 0.543, - "precision_at_10": 0.0928, - "precision_at_100": 0.01186, - "precision_at_1000": 0.00136, - "precision_at_3": 0.2498, - "precision_at_5": 0.16638, - "recall_at_1": 0.47001, - "recall_at_10": 0.70493, - "recall_at_100": 0.8322, - "recall_at_1000": 0.91438, - "recall_at_3": 0.60313, - "recall_at_5": 0.65166 + "evaluation_time": 402.31, + "map_at_1": 0.19993, + "map_at_10": 0.25564, + "map_at_100": 0.26275, + "map_at_1000": 0.26353, + "map_at_3": 0.23948, + "map_at_5": 0.24796, + "mrr_at_1": 0.232, + "mrr_at_10": 0.28154, + "mrr_at_100": 0.28743, + "mrr_at_1000": 0.28802, + "mrr_at_3": 0.26765, + "mrr_at_5": 0.27474, + "ndcg_at_1": 0.232, + "ndcg_at_10": 0.28733, + "ndcg_at_100": 0.32029, + "ndcg_at_1000": 0.34064, + "ndcg_at_3": 0.25965, + "ndcg_at_5": 0.27145, + "precision_at_1": 0.232, + "precision_at_10": 0.04696, + "precision_at_100": 0.00716, + "precision_at_1000": 0.00097, + "precision_at_3": 0.11487, + "precision_at_5": 0.07874, + "recall_at_1": 0.19993, + "recall_at_10": 0.3568, + "recall_at_100": 0.50499, + "recall_at_1000": 0.65555, + "recall_at_3": 0.27875, + "recall_at_5": 0.30916 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/RedditClustering.json b/results/facebook-dpr-ctx_encoder-multiset-base/RedditClustering.json index 07d86b095beb62f932d7aab6c49726be67442850..eee6227be12aea8a09448db312718de292caaee5 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/RedditClustering.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/RedditClustering.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "RedditClustering", "mteb_version": "1.2.0", "test": { - "evaluation_time": 279.89, - "main_score": 0.2892890811006794, - "v_measure": 0.2892890811006794, - "v_measure_std": 0.0358189227543321 + "evaluation_time": 447.29, + "main_score": 0.2884041335033682, + "v_measure": 0.2884041335033682, + "v_measure_std": 0.03494753714903961 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/RedditClusteringP2P.json b/results/facebook-dpr-ctx_encoder-multiset-base/RedditClusteringP2P.json index 228a19f4656b6a8bcf640ac4e211d069541059b5..64de89e3bd71d5d9662e6343a3f195ed8ce76b94 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/RedditClusteringP2P.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/RedditClusteringP2P.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "RedditClusteringP2P", "mteb_version": "1.2.0", "test": { - "evaluation_time": 626.66, - "main_score": 0.46737112868896125, - "v_measure": 0.46737112868896125, - "v_measure_std": 0.12015691675045774 + "evaluation_time": 3951.11, + "main_score": 0.48146213495710966, + "v_measure": 0.48146213495710966, + "v_measure_std": 0.10723527940140944 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/SCIDOCS.json b/results/facebook-dpr-ctx_encoder-multiset-base/SCIDOCS.json index 7b1d7cf4363f5cb19334dfadbb40fbacbe90485a..2453136f555f5310ca8414b11e75cdf5c7648d2f 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/SCIDOCS.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/SCIDOCS.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "SCIDOCS", "mteb_version": "1.2.0", "test": { - "evaluation_time": 31.41, - "map_at_1": 0.01675, - "map_at_10": 0.03414, - "map_at_100": 0.04035, - "map_at_1000": 0.04208, - "map_at_3": 0.02546, - "map_at_5": 0.03012, - "mrr_at_1": 0.082, - "mrr_at_10": 0.12313, - "mrr_at_100": 0.1323, - "mrr_at_1000": 0.13363, - "mrr_at_3": 0.106, - "mrr_at_5": 0.115, - "ndcg_at_1": 0.082, - "ndcg_at_10": 0.0636, - "ndcg_at_100": 0.09795, - "ndcg_at_1000": 0.14415, - "ndcg_at_3": 0.05931, - "ndcg_at_5": 0.0526, - "precision_at_1": 0.082, - "precision_at_10": 0.0322, - "precision_at_100": 0.0083, - "precision_at_1000": 0.00196, - "precision_at_3": 0.053, - "precision_at_5": 0.0448, - "recall_at_1": 0.01675, - "recall_at_10": 0.06593, - "recall_at_100": 0.16892, - "recall_at_1000": 0.39895, - "recall_at_3": 0.03257, - "recall_at_5": 0.04567 + "evaluation_time": 203.66, + "map_at_1": 0.01155, + "map_at_10": 0.02527, + "map_at_100": 0.032, + "map_at_1000": 0.03415, + "map_at_3": 0.01911, + "map_at_5": 0.0217, + "mrr_at_1": 0.057, + "mrr_at_10": 0.09649, + "mrr_at_100": 0.10825, + "mrr_at_1000": 0.10962, + "mrr_at_3": 0.07983, + "mrr_at_5": 0.08733, + "ndcg_at_1": 0.057, + "ndcg_at_10": 0.05017, + "ndcg_at_100": 0.09183, + "ndcg_at_1000": 0.14722, + "ndcg_at_3": 0.04548, + "ndcg_at_5": 0.03947, + "precision_at_1": 0.057, + "precision_at_10": 0.0269, + "precision_at_100": 0.00892, + "precision_at_1000": 0.00225, + "precision_at_3": 0.04233, + "precision_at_5": 0.0344, + "recall_at_1": 0.01155, + "recall_at_10": 0.05485, + "recall_at_100": 0.1812, + "recall_at_1000": 0.45718, + "recall_at_3": 0.02605, + "recall_at_5": 0.0351 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/SICK-R.json b/results/facebook-dpr-ctx_encoder-multiset-base/SICK-R.json index 9ca3659f5ef515ab7d469f7073cbecdc2847889a..722524bf950be9fcd9e1f95d2807d426d1f7f757 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/SICK-R.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/SICK-R.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.6588516297274281, - "spearman": 0.6244908974581402 + "pearson": 0.6588516214499153, + "spearman": 0.6244909103670909 }, "euclidean": { - "pearson": 0.6515136594957208, - "spearman": 0.6267584775432845 + "pearson": 0.6515136572366844, + "spearman": 0.6267583732278115 }, - "evaluation_time": 5.72, + "evaluation_time": 9.6, "manhattan": { - "pearson": 0.6768205009974713, - "spearman": 0.6479754174383063 + "pearson": 0.6768204971383007, + "spearman": 0.6479757501386179 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS12.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS12.json index 73355b4e9a990e3d1a646916c7131b53c2654ffd..3a64378be9884c5356e3a65e68ce9ff852b85aaf 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS12.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS12.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.4688299419601277, - "spearman": 0.4796289183262897 + "pearson": 0.46882992285642056, + "spearman": 0.47962925800328987 }, "euclidean": { - "pearson": 0.47731131220836054, - "spearman": 0.4863530864712842 + "pearson": 0.4773112901581616, + "spearman": 0.486368935365466 }, - "evaluation_time": 2.39, + "evaluation_time": 3.86, "manhattan": { - "pearson": 0.49872868219971006, - "spearman": 0.5066017321273434 + "pearson": 0.49872867378383745, + "spearman": 0.5066189019968798 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS13.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS13.json index 996981231adcfd1a3a1fc4edabf79db17b7525dc..d12dee5aa661afaaa738ae05c65837cb73a4f5b4 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS13.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS13.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.6175825530800699, - "spearman": 0.6396617160494046 + "pearson": 0.6175825299382958, + "spearman": 0.6396611685416531 }, "euclidean": { - "pearson": 0.6308778967432533, - "spearman": 0.6410316055977692 + "pearson": 0.6308778656779772, + "spearman": 0.6410310586610416 }, - "evaluation_time": 1.03, + "evaluation_time": 1.76, "manhattan": { - "pearson": 0.6474095047509071, - "spearman": 0.6543364203055033 + "pearson": 0.6474095050977342, + "spearman": 0.6543330013300506 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS14.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS14.json index f40e1457b26f42dcb04c3f5b9354661a966b570b..b8f36053f64223a67643e42ed398d9bc8161b41a 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS14.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS14.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.547846150298378, - "spearman": 0.5322463488183626 + "pearson": 0.5478461116740377, + "spearman": 0.5322454558142627 }, "euclidean": { - "pearson": 0.5355798898303792, - "spearman": 0.5278896523795135 + "pearson": 0.5355798668228031, + "spearman": 0.5278894696874927 }, - "evaluation_time": 2.62, + "evaluation_time": 4.42, "manhattan": { - "pearson": 0.553168351178478, - "spearman": 0.5447354921287222 + "pearson": 0.5531683277037928, + "spearman": 0.5447354912787428 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS15.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS15.json index 44b0f744483852b96db148d53c29625bb0cc237b..5b1955fe54bd9327eb75cf03d2c1d98ba6cff6aa 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS15.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS15.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.654234617333038, - "spearman": 0.6725004554183561 + "pearson": 0.6542346085797811, + "spearman": 0.6725003902103277 }, "euclidean": { - "pearson": 0.6558325312045001, - "spearman": 0.6720094025280121 + "pearson": 0.6558325162242153, + "spearman": 0.6720094755651831 }, - "evaluation_time": 2.11, + "evaluation_time": 4.01, "manhattan": { - "pearson": 0.6690203078436671, - "spearman": 0.6817650618019373 + "pearson": 0.6690202955619491, + "spearman": 0.6817655210600441 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS16.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS16.json index 51812b1f788adca522e7175a8782c8ca6ed423fa..07613058c10aec3848d3ef4d090e95ac824cab9d 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS16.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS16.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.6401713269386536, - "spearman": 0.6669280093986535 + "pearson": 0.640171308331815, + "spearman": 0.6669287086930517 }, "euclidean": { - "pearson": 0.6509190970147392, - "spearman": 0.6592281579194346 + "pearson": 0.6509190555388265, + "spearman": 0.6592281626614531 }, - "evaluation_time": 0.96, + "evaluation_time": 1.73, "manhattan": { - "pearson": 0.6679444133455789, - "spearman": 0.6734419677008556 + "pearson": 0.667944361137335, + "spearman": 0.6734419725451182 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS17.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS17.json index 0b9785ad1e4f0f4fcf98753909233af398570ac1..f649bc153d0ba9929fdd715169c5e988309c29d1 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS17.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS17.json @@ -5,18 +5,18 @@ "test": { "en-en": { "cos_sim": { - "pearson": 0.6609060316258724, + "pearson": 0.6609060551439065, "spearman": 0.6778310398879047 }, "euclidean": { - "pearson": 0.6555003513739561, + "pearson": 0.655500361494483, "spearman": 0.6535448657910548 }, "manhattan": { - "pearson": 0.6798306198699817, + "pearson": 0.6798306121986903, "spearman": 0.6766632431657421 } }, - "evaluation_time": 0.18 + "evaluation_time": 0.23 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STS22.json b/results/facebook-dpr-ctx_encoder-multiset-base/STS22.json index 0bc4b900fba906a2a20629f2074b1f62eb9aa6c5..43e1685a59d7829ba2cc20a9769784d7911df5f5 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STS22.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STS22.json @@ -5,18 +5,18 @@ "test": { "en": { "cos_sim": { - "pearson": 0.5574693429406359, - "spearman": 0.5738535567042925 + "pearson": 0.5538857200831009, + "spearman": 0.6020442021007746 }, "euclidean": { - "pearson": 0.5679075030664663, - "spearman": 0.5783428343764155 + "pearson": 0.5959714890663246, + "spearman": 0.6057440310161971 }, "manhattan": { - "pearson": 0.5677977807532063, - "spearman": 0.5754796583701557 + "pearson": 0.5971877362225856, + "spearman": 0.6082149242381996 } }, - "evaluation_time": 0.67 + "evaluation_time": 5.72 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/STSBenchmark.json b/results/facebook-dpr-ctx_encoder-multiset-base/STSBenchmark.json index a26d44dd56fbe53fd4723730c15aba4e3a126281..dbc2f5d3d385c9431181621052dc8dff49e85580 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/STSBenchmark.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/STSBenchmark.json @@ -4,17 +4,17 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.5753294913899072, - "spearman": 0.5853674636458852 + "pearson": 0.5753294968325783, + "spearman": 0.5853643432157295 }, "euclidean": { - "pearson": 0.5839987557492268, - "spearman": 0.5858671374095432 + "pearson": 0.5839987653295475, + "spearman": 0.5858671942023082 }, - "evaluation_time": 0.98, + "evaluation_time": 1.7, "manhattan": { - "pearson": 0.6067584101962262, - "spearman": 0.6032095165139466 + "pearson": 0.6067583975311549, + "spearman": 0.6032095733265513 } } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/SciDocsRR.json b/results/facebook-dpr-ctx_encoder-multiset-base/SciDocsRR.json index e4af96330cd0a5410c1fd6909eef1b15e0551bc2..8f6ca9219bafed9ac34ae7bf8b89ba6984fe79dd 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/SciDocsRR.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/SciDocsRR.json @@ -3,8 +3,8 @@ "mteb_dataset_name": "SciDocsRR", "mteb_version": "1.2.0", "test": { - "evaluation_time": 47.6, - "map": 0.5895948076347894, - "mrr": 0.8156722090545621 + "evaluation_time": 94.65, + "map": 0.596348268913251, + "mrr": 0.8259206389108349 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/SciFact.json b/results/facebook-dpr-ctx_encoder-multiset-base/SciFact.json index ae7c28c33c24fa64ca9e9519ad00eb50e3e767d2..1e331712e8acb9e574bbfe0fff73db3f2089d59c 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/SciFact.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/SciFact.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "SciFact", "mteb_version": "1.2.0", "test": { - "evaluation_time": 6.72, - "map_at_1": 0.18428, - "map_at_10": 0.24344, - "map_at_100": 0.25183, - "map_at_1000": 0.2531, - "map_at_3": 0.2331, - "map_at_5": 0.2366, - "mrr_at_1": 0.19667, - "mrr_at_10": 0.25725, - "mrr_at_100": 0.26447, - "mrr_at_1000": 0.26555, - "mrr_at_3": 0.24667, - "mrr_at_5": 0.25133, - "ndcg_at_1": 0.19667, - "ndcg_at_10": 0.27286, - "ndcg_at_100": 0.31866, - "ndcg_at_1000": 0.35849, - "ndcg_at_3": 0.25134, - "ndcg_at_5": 0.25668, - "precision_at_1": 0.19667, - "precision_at_10": 0.03967, - "precision_at_100": 0.0066, + "evaluation_time": 49.44, + "map_at_1": 0.16844, + "map_at_10": 0.22564, + "map_at_100": 0.23693, + "map_at_1000": 0.23816, + "map_at_3": 0.20567, + "map_at_5": 0.21751, + "mrr_at_1": 0.18, + "mrr_at_10": 0.23488, + "mrr_at_100": 0.24623, + "mrr_at_1000": 0.24727, + "mrr_at_3": 0.21556, + "mrr_at_5": 0.22722, + "ndcg_at_1": 0.18, + "ndcg_at_10": 0.26063, + "ndcg_at_100": 0.31895, + "ndcg_at_1000": 0.35249, + "ndcg_at_3": 0.22139, + "ndcg_at_5": 0.2413, + "precision_at_1": 0.18, + "precision_at_10": 0.04033, + "precision_at_100": 0.0072, "precision_at_1000": 0.00102, - "precision_at_3": 0.10556, - "precision_at_5": 0.06733, - "recall_at_1": 0.18428, - "recall_at_10": 0.34878, - "recall_at_100": 0.57539, - "recall_at_1000": 0.9, - "recall_at_3": 0.2855, - "recall_at_5": 0.30033 + "precision_at_3": 0.09111, + "precision_at_5": 0.06667, + "recall_at_1": 0.16844, + "recall_at_10": 0.36272, + "recall_at_100": 0.639, + "recall_at_1000": 0.902, + "recall_at_3": 0.25344, + "recall_at_5": 0.30411 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/SprintDuplicateQuestions.json b/results/facebook-dpr-ctx_encoder-multiset-base/SprintDuplicateQuestions.json index b8b4691d583b700865419f4b2f291d6b3ca49772..f1d8bdd16bb524532940a8c0d6d43fb6c46bcb31 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/SprintDuplicateQuestions.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/SprintDuplicateQuestions.json @@ -5,44 +5,44 @@ "test": { "cos_sim": { "accuracy": 0.9913960396039604, - "accuracy_threshold": 0.8865877389907837, - "ap": 0.3906911082728215, + "accuracy_threshold": 0.8865876197814941, + "ap": 0.390690996233633, "f1": 0.4105037513397642, - "f1_threshold": 0.8558334708213806, + "f1_threshold": 0.8558334112167358, "precision": 0.44226327944572746, "recall": 0.383 }, "dot": { "accuracy": 0.9901881188118812, - "accuracy_threshold": 127.84809875488281, - "ap": 0.22199743322311374, + "accuracy_threshold": 127.84808349609375, + "ap": 0.22199649051671522, "f1": 0.30465799412505246, - "f1_threshold": 115.03377532958984, + "f1_threshold": 115.03376770019531, "precision": 0.26247288503253796, "recall": 0.363 }, "euclidean": { "accuracy": 0.9911683168316832, - "accuracy_threshold": 5.284580230712891, - "ap": 0.3599684900198283, + "accuracy_threshold": 5.284580707550049, + "ap": 0.3599685753380758, "f1": 0.3842707814833251, - "f1_threshold": 6.202271461486816, + "f1_threshold": 6.202269554138184, "precision": 0.38255698711595637, "recall": 0.386 }, - "evaluation_time": 6.82, + "evaluation_time": 8.46, "manhattan": { "accuracy": 0.9912772277227723, - "accuracy_threshold": 115.37809753417969, - "ap": 0.38094652755243097, + "accuracy_threshold": 115.37811279296875, + "ap": 0.3809464410785232, "f1": 0.3969732246798603, - "f1_threshold": 130.96661376953125, + "f1_threshold": 130.96664428710938, "precision": 0.47493036211699163, "recall": 0.341 }, "max": { "accuracy": 0.9913960396039604, - "ap": 0.3906911082728215, + "ap": 0.390690996233633, "f1": 0.4105037513397642 } } diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClustering.json b/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClustering.json index 30b650943fd144a82d3ab02ce4d3114e706e1975..831744809fd2fab4f5d0da6dc20852ca4b4e680a 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClustering.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClustering.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "StackExchangeClustering", "mteb_version": "1.2.0", "test": { - "evaluation_time": 230.98, - "main_score": 0.3322407532733297, - "v_measure": 0.3322407532733297, - "v_measure_std": 0.039698048589288056 + "evaluation_time": 265.7, + "main_score": 0.33236259755274694, + "v_measure": 0.33236259755274694, + "v_measure_std": 0.03991713340937406 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClusteringP2P.json b/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClusteringP2P.json index 8c27fb59b0bd6008b01b3a1be33e16a71eeb758d..5e372097ed4f8f3454521beb7e7ac086e20f9454 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClusteringP2P.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/StackExchangeClusteringP2P.json @@ -3,9 +3,9 @@ "mteb_dataset_name": "StackExchangeClusteringP2P", "mteb_version": "1.2.0", "test": { - "evaluation_time": 130.36, - "main_score": 0.2786644564710725, - "v_measure": 0.2786644564710725, - "v_measure_std": 0.017239822096297062 + "evaluation_time": 738.74, + "main_score": 0.28586020533625145, + "v_measure": 0.28586020533625145, + "v_measure_std": 0.017565980328592037 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/StackOverflowDupQuestions.json b/results/facebook-dpr-ctx_encoder-multiset-base/StackOverflowDupQuestions.json index 51771149e3069c61d14d24c586dc11e76989acbc..7a2c5165042165ef32044b61535bc0ad79ea2ef0 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/StackOverflowDupQuestions.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/StackOverflowDupQuestions.json @@ -3,8 +3,8 @@ "mteb_dataset_name": "StackOverflowDupQuestions", "mteb_version": "1.2.0", "test": { - "evaluation_time": 29.77, - "map": 0.33465285829151675, - "mrr": 0.3324646146337323 + "evaluation_time": 55.99, + "map": 0.3144371261645678, + "mrr": 0.30883122188269246 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/SummEval.json b/results/facebook-dpr-ctx_encoder-multiset-base/SummEval.json index bf3deeef9049a90ae147b65dabc7d9308c6c5154..4463384ebfe8935e3d28a15cbbe70c7ec66cc4ee 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/SummEval.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/SummEval.json @@ -4,13 +4,13 @@ "mteb_version": "1.2.0", "test": { "cos_sim": { - "pearson": 0.305033378762844, - "spearman": 0.2960603990001256 + "pearson": 0.2984088673629182, + "spearman": 0.2889269538678548 }, "dot": { - "pearson": 0.2913249831429468, - "spearman": 0.292579521001631 + "pearson": 0.2917829620647566, + "spearman": 0.29197698710480396 }, - "evaluation_time": 3.28 + "evaluation_time": 7.0 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/TRECCOVID.json b/results/facebook-dpr-ctx_encoder-multiset-base/TRECCOVID.json index 0cc303eab48e8647f0c69a1bd4103d2f125a9959..21e859aa640652e1fddf40375e420dd3030a34fa 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/TRECCOVID.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/TRECCOVID.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "TRECCOVID", "mteb_version": "1.2.0", "test": { - "evaluation_time": 167.7, - "map_at_1": 0.00049, - "map_at_10": 0.00268, - "map_at_100": 0.00981, - "map_at_1000": 0.0175, - "map_at_3": 0.0013, - "map_at_5": 0.00175, - "mrr_at_1": 0.2, - "mrr_at_10": 0.32172, - "mrr_at_100": 0.3338, - "mrr_at_1000": 0.33436, - "mrr_at_3": 0.28333, - "mrr_at_5": 0.30633, - "ndcg_at_1": 0.19, - "ndcg_at_10": 0.16462, - "ndcg_at_100": 0.0948, - "ndcg_at_1000": 0.09461, - "ndcg_at_3": 0.19542, - "ndcg_at_5": 0.18181, - "precision_at_1": 0.2, - "precision_at_10": 0.166, - "precision_at_100": 0.0902, - "precision_at_1000": 0.04014, - "precision_at_3": 0.21333, - "precision_at_5": 0.188, - "recall_at_1": 0.00049, - "recall_at_10": 0.00404, - "recall_at_100": 0.02179, - "recall_at_1000": 0.09247, - "recall_at_3": 0.00164, - "recall_at_5": 0.00246 + "evaluation_time": 1250.16, + "map_at_1": 0.00075, + "map_at_10": 0.00316, + "map_at_100": 0.00801, + "map_at_1000": 0.01563, + "map_at_3": 0.00148, + "map_at_5": 0.00204, + "mrr_at_1": 0.26, + "mrr_at_10": 0.37336, + "mrr_at_100": 0.39176, + "mrr_at_1000": 0.39208, + "mrr_at_3": 0.34333, + "mrr_at_5": 0.36133, + "ndcg_at_1": 0.25, + "ndcg_at_10": 0.19604, + "ndcg_at_100": 0.1086, + "ndcg_at_1000": 0.10511, + "ndcg_at_3": 0.21927, + "ndcg_at_5": 0.20722, + "precision_at_1": 0.26, + "precision_at_10": 0.204, + "precision_at_100": 0.104, + "precision_at_1000": 0.04714, + "precision_at_3": 0.23333, + "precision_at_5": 0.22, + "recall_at_1": 0.00075, + "recall_at_10": 0.00524, + "recall_at_100": 0.02356, + "recall_at_1000": 0.10166, + "recall_at_3": 0.00176, + "recall_at_5": 0.00278 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/Touche2020.json b/results/facebook-dpr-ctx_encoder-multiset-base/Touche2020.json index f83133a9db21af21d41842a2cdfdb55348b38d80..e67f225699dc50a2d038503da9225fc15594ae4e 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/Touche2020.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/Touche2020.json @@ -3,36 +3,36 @@ "mteb_dataset_name": "Touche2020", "mteb_version": "1.2.0", "test": { - "evaluation_time": 393.04, - "map_at_1": 0.00107, - "map_at_10": 0.00121, - "map_at_100": 0.00227, - "map_at_1000": 0.00294, - "map_at_3": 0.00107, - "map_at_5": 0.00107, - "mrr_at_1": 0.02041, - "mrr_at_10": 0.02296, - "mrr_at_100": 0.02588, - "mrr_at_1000": 0.02692, - "mrr_at_3": 0.02041, - "mrr_at_5": 0.02041, - "ndcg_at_1": 0.0102, - "ndcg_at_10": 0.00303, - "ndcg_at_100": 0.01184, - "ndcg_at_1000": 0.03064, - "ndcg_at_3": 0.00479, - "ndcg_at_5": 0.00346, - "precision_at_1": 0.02041, - "precision_at_10": 0.00408, - "precision_at_100": 0.00347, - "precision_at_1000": 0.00151, - "precision_at_3": 0.0068, - "precision_at_5": 0.00408, - "recall_at_1": 0.00107, - "recall_at_10": 0.00215, - "recall_at_100": 0.02218, - "recall_at_1000": 0.08106, - "recall_at_3": 0.00107, - "recall_at_5": 0.00107 + "evaluation_time": 3214.72, + "map_at_1": 0.00646, + "map_at_10": 0.02417, + "map_at_100": 0.03579, + "map_at_1000": 0.0419, + "map_at_3": 0.01197, + "map_at_5": 0.01833, + "mrr_at_1": 0.08163, + "mrr_at_10": 0.17247, + "mrr_at_100": 0.18689, + "mrr_at_1000": 0.18755, + "mrr_at_3": 0.13265, + "mrr_at_5": 0.15612, + "ndcg_at_1": 0.06122, + "ndcg_at_10": 0.07065, + "ndcg_at_100": 0.12249, + "ndcg_at_1000": 0.21201, + "ndcg_at_3": 0.06665, + "ndcg_at_5": 0.07237, + "precision_at_1": 0.08163, + "precision_at_10": 0.06735, + "precision_at_100": 0.02898, + "precision_at_1000": 0.00835, + "precision_at_3": 0.07483, + "precision_at_5": 0.08571, + "recall_at_1": 0.00646, + "recall_at_10": 0.05711, + "recall_at_100": 0.19028, + "recall_at_1000": 0.47321, + "recall_at_3": 0.01856, + "recall_at_5": 0.03536 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/ToxicConversationsClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/ToxicConversationsClassification.json index e42c42253aef97c2c2c4074d9c73ddb2d1a3a40f..de2941f8e325b6ca637dcc1db5d4275f0b1cd1d9 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/ToxicConversationsClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/ToxicConversationsClassification.json @@ -3,13 +3,13 @@ "mteb_dataset_name": "ToxicConversationsClassification", "mteb_version": "1.2.0", "test": { - "accuracy": 0.668398, - "accuracy_stderr": 0.03539420907436695, - "ap": 0.12537577540240408, - "ap_stderr": 0.00696772269018964, - "evaluation_time": 54.36, - "f1": 0.5149323896733117, - "f1_stderr": 0.020766901405145685, - "main_score": 0.668398 + "accuracy": 0.678686, + "accuracy_stderr": 0.029393231942064474, + "ap": 0.12725603515717912, + "ap_stderr": 0.006223585335307818, + "evaluation_time": 198.48, + "f1": 0.5210962222225912, + "f1_stderr": 0.016843090206768826, + "main_score": 0.678686 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/TweetSentimentExtractionClassification.json b/results/facebook-dpr-ctx_encoder-multiset-base/TweetSentimentExtractionClassification.json index 8ac70f5c6c25532169af49e0cf5a26f97a698750..40364e45383c27035db8be801bef997884120a8a 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/TweetSentimentExtractionClassification.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/TweetSentimentExtractionClassification.json @@ -3,11 +3,11 @@ "mteb_dataset_name": "TweetSentimentExtractionClassification", "mteb_version": "1.2.0", "test": { - "accuracy": 0.5231748726655348, - "accuracy_stderr": 0.017136334225127905, - "evaluation_time": 4.08, - "f1": 0.5255299928644301, - "f1_stderr": 0.017327513815885886, - "main_score": 0.5231748726655348 + "accuracy": 0.5232314657611771, + "accuracy_stderr": 0.017048264982377843, + "evaluation_time": 8.42, + "f1": 0.5256104921669329, + "f1_stderr": 0.01721619085432039, + "main_score": 0.5232314657611771 } } \ No newline at end of file diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/TwentyNewsgroupsClustering.json b/results/facebook-dpr-ctx_encoder-multiset-base/TwentyNewsgroupsClustering.json index 1277741207913e1360e0c579b770fc33230886b5..c05060cc6839fd7b1c7960f3b199efcd3fed8d64 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/TwentyNewsgroupsClustering.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/TwentyNewsgroupsClustering.json @@ -3,7 +3,7 @@ "mteb_dataset_name": "TwentyNewsgroupsClustering", "mteb_version": "1.2.0", "test": { - "evaluation_time": 27.3, + "evaluation_time": 30.81, "main_score": 0.24494538867519475, "v_measure": 0.24494538867519475, "v_measure_std": 0.019888320899321077 diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/TwitterSemEval2015.json b/results/facebook-dpr-ctx_encoder-multiset-base/TwitterSemEval2015.json index 69e2c3b3f91393c1d6a2e6dbd521c6f50cb4c4a6..cf4ecb0d6894f419e9917135d297fe662c9de167 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/TwitterSemEval2015.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/TwitterSemEval2015.json @@ -5,36 +5,36 @@ "test": { "cos_sim": { "accuracy": 0.8058055671454968, - "accuracy_threshold": 0.8443455696105957, - "ap": 0.5324976963899607, + "accuracy_threshold": 0.8443454504013062, + "ap": 0.5324970865163429, "f1": 0.5173392570652844, - "f1_threshold": 0.7920331954956055, + "f1_threshold": 0.7920330762863159, "precision": 0.4859726408532344, "recall": 0.5530343007915567 }, "dot": { "accuracy": 0.7794003695535555, - "accuracy_threshold": 122.61972045898438, - "ap": 0.42297650001752163, + "accuracy_threshold": 122.6197280883789, + "ap": 0.4229762758821821, "f1": 0.48235409130902335, - "f1_threshold": 106.8426513671875, + "f1_threshold": 106.84265899658203, "precision": 0.3831340270228296, "recall": 0.6509234828496042 }, "euclidean": { "accuracy": 0.8066996483280682, - "accuracy_threshold": 6.519074440002441, - "ap": 0.5335087438401117, + "accuracy_threshold": 6.519073486328125, + "ap": 0.5335087250337931, "f1": 0.5196501457725947, - "f1_threshold": 7.786075592041016, + "f1_threshold": 7.786074638366699, "precision": 0.4656217345872518, "recall": 0.5878627968337731 }, - "evaluation_time": 7.27, + "evaluation_time": 9.19, "manhattan": { "accuracy": 0.807653334922811, - "accuracy_threshold": 142.65457153320312, - "ap": 0.5383193559305978, + "accuracy_threshold": 142.654541015625, + "ap": 0.5383192511193553, "f1": 0.5255102040816326, "f1_threshold": 169.3843536376953, "precision": 0.46876292925113777, @@ -42,7 +42,7 @@ }, "max": { "accuracy": 0.807653334922811, - "ap": 0.5383193559305978, + "ap": 0.5383192511193553, "f1": 0.5255102040816326 } } diff --git a/results/facebook-dpr-ctx_encoder-multiset-base/TwitterURLCorpus.json b/results/facebook-dpr-ctx_encoder-multiset-base/TwitterURLCorpus.json index 42c92f473e2d255fbed5a63a604324ea074d6b28..646db2732aff3f767e8b66e6981138c3f9ab346c 100644 --- a/results/facebook-dpr-ctx_encoder-multiset-base/TwitterURLCorpus.json +++ b/results/facebook-dpr-ctx_encoder-multiset-base/TwitterURLCorpus.json @@ -6,43 +6,43 @@ "cos_sim": { "accuracy": 0.8620328326929794, "accuracy_threshold": 0.8190919160842896, - "ap": 0.800958333451854, + "ap": 0.8009551919586336, "f1": 0.7155778894472362, - 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"accuracy_threshold": 150.2225341796875, - "ap": 0.7954978192087803, + "accuracy": 0.8591027282958823, + "accuracy_threshold": 150.2225799560547, + "ap": 0.7954971226975684, "f1": 0.7111309723308382, - "f1_threshold": 161.78912353515625, + "f1_threshold": 161.78909301757812, "precision": 0.6886404615939415, "recall": 0.7351401293501694 }, "max": { "accuracy": 0.8620328326929794, - "ap": 0.800958333451854, + "ap": 0.8009551919586336, "f1": 0.7155778894472362 } }