metadata
base_model: distilbert/distilbert-base-uncased
library_name: sentence-transformers
model-index:
- name: prdev/mini-gte
results:
- dataset:
config: en
name: MTEB AmazonCounterfactualClassification (en)
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
split: test
type: mteb/amazon_counterfactual
metrics:
- type: accuracy
value: 74.8955
- type: f1
value: 68.84209999999999
- type: f1_weighted
value: 77.1819
- type: ap
value: 37.731500000000004
- type: ap_weighted
value: 37.731500000000004
- type: main_score
value: 74.8955
task:
type: Classification
- dataset:
config: default
name: MTEB AmazonPolarityClassification (default)
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
split: test
type: mteb/amazon_polarity
metrics:
- type: accuracy
value: 92.9424
- type: f1
value: 92.9268
- type: f1_weighted
value: 92.9268
- type: ap
value: 89.2255
- type: ap_weighted
value: 89.2255
- type: main_score
value: 92.9424
task:
type: Classification
- dataset:
config: en
name: MTEB AmazonReviewsClassification (en)
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
split: test
type: mteb/amazon_reviews_multi
metrics:
- type: accuracy
value: 53.09199999999999
- type: f1
value: 52.735299999999995
- type: f1_weighted
value: 52.735299999999995
- type: main_score
value: 53.09199999999999
task:
type: Classification
- dataset:
config: default
name: MTEB ArguAna (default)
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
metrics:
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value: 31.791999999999998
- type: ndcg_at_3
value: 47.205999999999996
- type: ndcg_at_5
value: 51.842999999999996
- type: ndcg_at_10
value: 56.614
- type: ndcg_at_20
value: 59.211999999999996
- type: ndcg_at_100
value: 60.148999999999994
- type: ndcg_at_1000
value: 60.231
- type: map_at_1
value: 31.791999999999998
- type: map_at_3
value: 43.35
- type: map_at_5
value: 45.928000000000004
- type: map_at_10
value: 47.929
- type: map_at_20
value: 48.674
- type: map_at_100
value: 48.825
- type: map_at_1000
value: 48.827999999999996
- type: recall_at_1
value: 31.791999999999998
- type: recall_at_3
value: 58.392999999999994
- type: recall_at_5
value: 69.63000000000001
- type: recall_at_10
value: 84.211
- type: recall_at_20
value: 94.23899999999999
- type: recall_at_100
value: 99.004
- type: recall_at_1000
value: 99.644
- type: precision_at_1
value: 31.791999999999998
- type: precision_at_3
value: 19.464000000000002
- type: precision_at_5
value: 13.926
- type: precision_at_10
value: 8.421
- type: precision_at_20
value: 4.712000000000001
- type: precision_at_100
value: 0.9900000000000001
- type: precision_at_1000
value: 0.1
- type: mrr_at_1
value: 32.4324
- type: mrr_at_3
value: 43.6463
- type: mrr_at_5
value: 46.1569
- type: mrr_at_10
value: 48.1582
- type: mrr_at_20
value: 48.9033
- type: mrr_at_100
value: 49.0537
- type: mrr_at_1000
value: 49.0569
- type: nauc_ndcg_at_1_max
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value: -10.1328
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value: 13.3086
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value: 13.6101
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value: -9.9657
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value: 14.1354
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value: -9.6771
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- type: nauc_recall_at_20_max
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value: 3.9196
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value: 6.0286
- type: nauc_recall_at_100_max
value: 40.8859
- type: nauc_recall_at_100_std
value: 57.965500000000006
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value: 30.7703
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value: 24.2175
- type: nauc_recall_at_1000_std
value: 70.9234
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value: 5.9272
- type: nauc_precision_at_1_max
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- type: nauc_precision_at_1_std
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value: 17.743000000000002
- type: nauc_precision_at_3_max
value: -2.7195
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value: -11.2342
- type: nauc_precision_at_3_diff1
value: 8.7116
- type: nauc_precision_at_5_max
value: 1.7492
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value: -10.6963
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value: 10.569
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value: 10.7433
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value: -6.339599999999999
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value: 10.6275
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- type: nauc_precision_at_20_std
value: 3.9196
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value: 6.0286
- type: nauc_precision_at_100_max
value: 40.8859
- type: nauc_precision_at_100_std
value: 57.965500000000006
- type: nauc_precision_at_100_diff1
value: 30.7703
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value: 24.2175
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value: 70.9234
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value: 5.9272
- type: nauc_mrr_at_1_max
value: -5.1491
- type: nauc_mrr_at_1_std
value: -8.8127
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value: 15.857099999999999
- type: nauc_mrr_at_3_max
value: -5.083200000000001
- type: nauc_mrr_at_3_std
value: -9.8967
- type: nauc_mrr_at_3_diff1
value: 11.9042
- type: nauc_mrr_at_5_max
value: -4.530399999999999
- type: nauc_mrr_at_5_std
value: -9.900599999999999
- type: nauc_mrr_at_5_diff1
value: 12.2957
- type: nauc_mrr_at_10_max
value: -4.2387
- type: nauc_mrr_at_10_std
value: -9.6123
- type: nauc_mrr_at_10_diff1
value: 12.4769
- type: nauc_mrr_at_20_max
value: -4.5254
- type: nauc_mrr_at_20_std
value: -9.5502
- type: nauc_mrr_at_20_diff1
value: 12.4674
- type: nauc_mrr_at_100_max
value: -4.5576
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value: -9.549100000000001
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value: 12.556899999999999
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value: -4.5645999999999995
- type: nauc_mrr_at_1000_std
value: -9.5548
- type: nauc_mrr_at_1000_diff1
value: 12.552900000000001
- type: main_score
value: 56.614
task:
type: Retrieval
- dataset:
config: default
name: MTEB ArxivClusteringP2P (default)
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
split: test
type: mteb/arxiv-clustering-p2p
metrics:
- type: v_measure
value: 47.2524
- type: v_measure_std
value: 13.7772
- type: main_score
value: 47.2524
task:
type: Clustering
- dataset:
config: default
name: MTEB ArxivClusteringS2S (default)
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
split: test
type: mteb/arxiv-clustering-s2s
metrics:
- type: v_measure
value: 40.7262
- type: v_measure_std
value: 14.125499999999999
- type: main_score
value: 40.7262
task:
type: Clustering
- dataset:
config: default
name: MTEB AskUbuntuDupQuestions (default)
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
split: test
type: mteb/askubuntudupquestions-reranking
metrics:
- type: map
value: 61.57319999999999
- type: mrr
value: 74.6714
- type: nAUC_map_max
value: 21.8916
- type: nAUC_map_std
value: 17.9941
- type: nAUC_map_diff1
value: 1.5548
- type: nAUC_mrr_max
value: 34.139399999999995
- type: nAUC_mrr_std
value: 18.133499999999998
- type: nAUC_mrr_diff1
value: 13.3597
- type: main_score
value: 61.57319999999999
task:
type: Reranking
- dataset:
config: default
name: MTEB BIOSSES (default)
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
split: test
type: mteb/biosses-sts
metrics:
- type: pearson
value: 86.7849
- type: spearman
value: 84.7302
- type: cosine_pearson
value: 86.7849
- type: cosine_spearman
value: 84.7302
- type: manhattan_pearson
value: 84.48179999999999
- type: manhattan_spearman
value: 84.0507
- type: euclidean_pearson
value: 84.8613
- type: euclidean_spearman
value: 84.6266
- type: main_score
value: 84.7302
task:
type: STS
- dataset:
config: default
name: MTEB Banking77Classification (default)
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
split: test
type: mteb/banking77
metrics:
- type: accuracy
value: 85.7175
- type: f1
value: 85.6781
- type: f1_weighted
value: 85.6781
- type: main_score
value: 85.7175
task:
type: Classification
- dataset:
config: default
name: MTEB BiorxivClusteringP2P (default)
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
split: test
type: mteb/biorxiv-clustering-p2p
metrics:
- type: v_measure
value: 40.0588
- type: v_measure_std
value: 0.8872
- type: main_score
value: 40.0588
task:
type: Clustering
- dataset:
config: default
name: MTEB BiorxivClusteringS2S (default)
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
split: test
type: mteb/biorxiv-clustering-s2s
metrics:
- type: v_measure
value: 36.382799999999996
- type: v_measure_std
value: 1.167
- type: main_score
value: 36.382799999999996
task:
type: Clustering
- dataset:
config: default
name: MTEB CQADupstackAndroidRetrieval (default)
revision: f46a197baaae43b4f621051089b82a364682dfeb
split: test
type: mteb/cqadupstack-android
metrics:
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value: 37.196
- type: ndcg_at_3
value: 42.778
- type: ndcg_at_5
value: 45.013999999999996
- type: ndcg_at_10
value: 47.973
- type: ndcg_at_20
value: 50.141000000000005
- type: ndcg_at_100
value: 53.31399999999999
- type: ndcg_at_1000
value: 55.52
- type: map_at_1
value: 30.598
- type: map_at_3
value: 38.173
- type: map_at_5
value: 40.093
- type: map_at_10
value: 41.686
- type: map_at_20
value: 42.522
- type: map_at_100
value: 43.191
- type: map_at_1000
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- type: recall_at_1
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- type: recall_at_3
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- type: recall_at_5
value: 51.357
- type: recall_at_10
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- type: recall_at_20
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- type: recall_at_100
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- type: recall_at_1000
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- type: precision_at_1
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- type: precision_at_3
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- type: precision_at_5
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- type: precision_at_10
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- type: precision_at_20
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- type: precision_at_100
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- type: precision_at_1000
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- type: mrr_at_5
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- type: mrr_at_10
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- type: mrr_at_20
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- type: mrr_at_100
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- type: mrr_at_1000
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- type: nauc_ndcg_at_1_max
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type: mteb/cqadupstack-english
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revision: 4885aa143210c98657558c04aaf3dc47cfb54340
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revision: 5003b3064772da1887988e05400cf3806fe491f2
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revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
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task:
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name: MTEB CQADupstackRetrieval (default)
revision: CQADupstackRetrieval_is_a_combined_dataset
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type: mteb/cqadupstack-retrieval
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task:
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name: MTEB CQADupstackTexRetrieval (default)
revision: 46989137a86843e03a6195de44b09deda022eec7
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type: mteb/cqadupstack-tex
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- type: nauc_mrr_at_100_diff1
value: 31.887500000000003
- type: nauc_mrr_at_1000_max
value: 7.725999999999999
- type: nauc_mrr_at_1000_std
value: -20.344
- type: nauc_mrr_at_1000_diff1
value: 31.8917
- type: main_score
value: 40.284
task:
type: Retrieval
- dataset:
config: en
name: MTEB MTOPDomainClassification (en)
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
split: test
type: mteb/mtop_domain
metrics:
- type: accuracy
value: 95.1756
- type: f1
value: 94.925
- type: f1_weighted
value: 95.1766
- type: main_score
value: 95.1756
task:
type: Classification
- dataset:
config: en
name: MTEB MTOPIntentClassification (en)
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
split: test
type: mteb/mtop_intent
metrics:
- type: accuracy
value: 76.7601
- type: f1
value: 57.5613
- type: f1_weighted
value: 79.6763
- type: main_score
value: 76.7601
task:
type: Classification
- dataset:
config: en
name: MTEB MassiveIntentClassification (en)
revision: 4672e20407010da34463acc759c162ca9734bca6
split: test
type: mteb/amazon_massive_intent
metrics:
- type: accuracy
value: 75.3262
- type: f1
value: 72.7127
- type: f1_weighted
value: 75.40259999999999
- type: main_score
value: 75.3262
task:
type: Classification
- dataset:
config: en
name: MTEB MassiveScenarioClassification (en)
revision: fad2c6e8459f9e1c45d9315f4953d921437d70f8
split: test
type: mteb/amazon_massive_scenario
metrics:
- type: accuracy
value: 80.2152
- type: f1
value: 80.06490000000001
- type: f1_weighted
value: 80.26830000000001
- type: main_score
value: 80.2152
task:
type: Classification
- dataset:
config: default
name: MTEB MedrxivClusteringP2P (default)
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
split: test
type: mteb/medrxiv-clustering-p2p
metrics:
- type: v_measure
value: 35.098800000000004
- type: v_measure_std
value: 1.6771999999999998
- type: main_score
value: 35.098800000000004
task:
type: Clustering
- dataset:
config: default
name: MTEB MedrxivClusteringS2S (default)
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
split: test
type: mteb/medrxiv-clustering-s2s
metrics:
- type: v_measure
value: 32.9033
- type: v_measure_std
value: 1.4976
- type: main_score
value: 32.9033
task:
type: Clustering
- dataset:
config: default
name: MTEB MindSmallReranking (default)
revision: 59042f120c80e8afa9cdbb224f67076cec0fc9a7
split: test
type: mteb/mind_small
metrics:
- type: map
value: 32.1551
- type: mrr
value: 33.3476
- type: nAUC_map_max
value: -19.1719
- type: nAUC_map_std
value: 0.1456
- type: nAUC_map_diff1
value: 14.8056
- type: nAUC_mrr_max
value: -13.6261
- type: nAUC_mrr_std
value: 1.5634
- type: nAUC_mrr_diff1
value: 13.8537
- type: main_score
value: 32.1551
task:
type: Reranking
- dataset:
config: default
name: MTEB NFCorpus (default)
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
split: test
type: mteb/nfcorpus
metrics:
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value: 48.607
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value: 42.187000000000005
- type: ndcg_at_5
value: 38.989000000000004
- type: ndcg_at_10
value: 36.168
- type: ndcg_at_20
value: 33.550000000000004
- type: ndcg_at_100
value: 33.104
- type: ndcg_at_1000
value: 41.760999999999996
- type: map_at_1
value: 6.802
- type: map_at_3
value: 10.333
- type: map_at_5
value: 11.735
- type: map_at_10
value: 13.79
- type: map_at_20
value: 15.155
- type: map_at_100
value: 17.151
- type: map_at_1000
value: 18.584
- type: recall_at_1
value: 6.802
- type: recall_at_3
value: 11.18
- type: recall_at_5
value: 13.376
- type: recall_at_10
value: 17.803
- type: recall_at_20
value: 21.365000000000002
- type: recall_at_100
value: 33.885
- type: recall_at_1000
value: 65.12400000000001
- type: precision_at_1
value: 50.464
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value: 38.906
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value: 32.879000000000005
- type: precision_at_10
value: 26.346999999999998
- type: precision_at_20
value: 19.241
- type: precision_at_100
value: 8.195
- type: precision_at_1000
value: 2.089
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value: 50.4644
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value: 56.192
- type: mrr_at_5
value: 57.291000000000004
- type: mrr_at_10
value: 58.0675
- type: mrr_at_20
value: 58.3226
- type: mrr_at_100
value: 58.5455
- type: mrr_at_1000
value: 58.578300000000006
- type: nauc_ndcg_at_1_max
value: 45.467200000000005
- type: nauc_ndcg_at_1_std
value: 22.6949
- type: nauc_ndcg_at_1_diff1
value: 33.3321
- type: nauc_ndcg_at_3_max
value: 45.142500000000005
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value: 24.959500000000002
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value: 26.5735
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value: 44.4407
- type: nauc_ndcg_at_5_std
value: 24.3504
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value: 25.2917
- type: nauc_ndcg_at_10_max
value: 42.011700000000005
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value: 24.1625
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value: 23.9877
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value: 22.7495
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value: 41.7588
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value: 47.1963
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value: 31.6374
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value: 27.0791
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value: 11.7018
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value: -17.1298
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value: 35.74
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value: 16.7865
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value: -12.6553
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value: 32.492900000000006
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value: 19.8343
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value: -9.8376
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value: 30.326700000000002
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value: 23.1297
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value: -4.3291
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value: 27.889799999999997
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value: 26.009300000000003
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value: 0.303
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value: 27.6099
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value: 26.7868
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value: 30.7289
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value: 10.2937
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value: 26.212400000000002
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value: 11.7018
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value: -17.1298
- type: nauc_recall_at_1_diff1
value: 35.74
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value: 16.7435
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value: -10.9179
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value: 32.0388
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value: 19.1904
- type: nauc_recall_at_5_std
value: -8.4857
- type: nauc_recall_at_5_diff1
value: 28.8152
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value: 18.8131
- type: nauc_recall_at_10_std
value: -4.1152
- type: nauc_recall_at_10_diff1
value: 22.1207
- type: nauc_recall_at_20_max
value: 21.6186
- type: nauc_recall_at_20_std
value: 1.9934
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value: 23.9005
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value: 23.977899999999998
- type: nauc_recall_at_100_std
value: 14.8828
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value: 17.1315
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value: 22.2311
- type: nauc_recall_at_1000_std
value: 22.386200000000002
- type: nauc_recall_at_1000_diff1
value: 6.7295
- type: nauc_precision_at_1_max
value: 46.517199999999995
- type: nauc_precision_at_1_std
value: 23.0247
- type: nauc_precision_at_1_diff1
value: 32.6597
- type: nauc_precision_at_3_max
value: 45.5606
- type: nauc_precision_at_3_std
value: 30.495100000000004
- type: nauc_precision_at_3_diff1
value: 16.7253
- type: nauc_precision_at_5_max
value: 44.226
- type: nauc_precision_at_5_std
value: 32.8318
- type: nauc_precision_at_5_diff1
value: 11.7102
- type: nauc_precision_at_10_max
value: 39.396
- type: nauc_precision_at_10_std
value: 38.0743
- type: nauc_precision_at_10_diff1
value: 6.424199999999999
- type: nauc_precision_at_20_max
value: 35.2707
- type: nauc_precision_at_20_std
value: 40.2219
- type: nauc_precision_at_20_diff1
value: 5.2245
- type: nauc_precision_at_100_max
value: 26.052799999999998
- type: nauc_precision_at_100_std
value: 42.7801
- type: nauc_precision_at_100_diff1
value: -2.0803
- type: nauc_precision_at_1000_max
value: 12.784699999999999
- type: nauc_precision_at_1000_std
value: 31.784299999999998
- type: nauc_precision_at_1000_diff1
value: -8.5489
- type: nauc_mrr_at_1_max
value: 46.517199999999995
- type: nauc_mrr_at_1_std
value: 23.0247
- type: nauc_mrr_at_1_diff1
value: 32.6597
- type: nauc_mrr_at_3_max
value: 51.1949
- type: nauc_mrr_at_3_std
value: 28.8621
- type: nauc_mrr_at_3_diff1
value: 33.4315
- type: nauc_mrr_at_5_max
value: 51.6085
- type: nauc_mrr_at_5_std
value: 29.293200000000002
- type: nauc_mrr_at_5_diff1
value: 33.6288
- type: nauc_mrr_at_10_max
value: 52.2656
- type: nauc_mrr_at_10_std
value: 30.303200000000004
- type: nauc_mrr_at_10_diff1
value: 33.036
- type: nauc_mrr_at_20_max
value: 52.237
- type: nauc_mrr_at_20_std
value: 30.351899999999997
- type: nauc_mrr_at_20_diff1
value: 33.088899999999995
- type: nauc_mrr_at_100_max
value: 52.2787
- type: nauc_mrr_at_100_std
value: 30.377900000000004
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value: 33.083
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value: 52.2464
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value: 30.337799999999998
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value: 33.0673
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value: 36.168
task:
type: Retrieval
- dataset:
config: default
name: MTEB NQ (default)
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
split: test
type: mteb/nq
metrics:
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value: 32.677
- type: ndcg_at_3
value: 43.921
- type: ndcg_at_5
value: 48.459
- type: ndcg_at_10
value: 52.19200000000001
- type: ndcg_at_20
value: 54.294
- type: ndcg_at_100
value: 56.574000000000005
- type: ndcg_at_1000
value: 57.318000000000005
- type: map_at_1
value: 28.904000000000003
- type: map_at_3
value: 39.961
- type: map_at_5
value: 42.691
- type: map_at_10
value: 44.39
- type: map_at_20
value: 45.046
- type: map_at_100
value: 45.426
- type: map_at_1000
value: 45.461
- type: recall_at_1
value: 28.904000000000003
- type: recall_at_3
value: 52.105000000000004
- type: recall_at_5
value: 62.563
- type: recall_at_10
value: 73.443
- type: recall_at_20
value: 81.211
- type: recall_at_100
value: 92.50399999999999
- type: recall_at_1000
value: 97.941
- type: precision_at_1
value: 32.677
- type: precision_at_3
value: 20.268
- type: precision_at_5
value: 14.762
- type: precision_at_10
value: 8.746
- type: precision_at_20
value: 4.873
- type: precision_at_100
value: 1.121
- type: precision_at_1000
value: 0.11900000000000001
- type: mrr_at_1
value: 32.6767
- type: mrr_at_3
value: 43.2165
- type: mrr_at_5
value: 45.5108
- type: mrr_at_10
value: 46.8929
- type: mrr_at_20
value: 47.3935
- type: mrr_at_100
value: 47.6706
- type: mrr_at_1000
value: 47.6936
- type: nauc_ndcg_at_1_max
value: 26.243499999999997
- type: nauc_ndcg_at_1_std
value: 1.0733
- type: nauc_ndcg_at_1_diff1
value: 31.4245
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value: 29.8653
- type: nauc_ndcg_at_3_std
value: 0.38
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value: 28.706799999999998
- type: nauc_ndcg_at_5_max
value: 31.4938
- type: nauc_ndcg_at_5_std
value: 1.4593
- type: nauc_ndcg_at_5_diff1
value: 28.660000000000004
- type: nauc_ndcg_at_10_max
value: 33.379599999999996
- type: nauc_ndcg_at_10_std
value: 3.6429000000000005
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value: 27.7694
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value: 33.6801
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value: 4.6917
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value: 28.0358
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value: 33.2398
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value: 5.3007
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value: 28.3204
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value: 32.4151
- type: nauc_ndcg_at_1000_std
value: 4.4551
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value: 28.3979
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value: 24.692
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value: -0.6727000000000001
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value: 31.570700000000002
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value: 28.7103
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value: -0.1295
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value: 29.3762
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- type: nauc_map_at_5_std
value: 0.5023
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value: 29.371799999999997
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value: 30.498599999999996
- type: nauc_map_at_10_std
value: 1.4423
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value: 28.987099999999998
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value: 29.0642
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value: 30.506899999999998
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value: 1.8941
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value: 29.093400000000003
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value: 30.4757
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value: 31.570700000000002
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value: 26.3778
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value: 2.2864
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value: 25.9116
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value: 10.399799999999999
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value: 22.0504
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value: 49.3132
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value: 18.3764
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value: 22.5169
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value: 63.3036
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value: 43.9544
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value: 31.4245
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value: 18.8022
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value: 1.0733
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value: 31.4245
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value: 29.3899
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value: 1.8917
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value: 28.9903
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value: 30.105700000000002
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value: 2.4156
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value: 28.927500000000002
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value: 30.585600000000003
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value: 3.0894
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value: 28.6339
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value: 30.5819
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value: 3.2848
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value: 28.710599999999996
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value: 30.505900000000004
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value: 3.2804
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value: 28.7829
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value: 30.479200000000002
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value: 3.2541
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value: 28.7883
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value: 52.19200000000001
task:
type: Retrieval
- dataset:
config: default
name: MTEB QuoraRetrieval (default)
revision: e4e08e0b7dbe3c8700f0daef558ff32256715259
split: test
type: mteb/quora
metrics:
- type: ndcg_at_1
value: 80.72
- type: ndcg_at_3
value: 84.799
- type: ndcg_at_5
value: 86.5
- type: ndcg_at_10
value: 87.774
- type: ndcg_at_20
value: 88.492
- type: ndcg_at_100
value: 89.079
- type: ndcg_at_1000
value: 89.188
- type: map_at_1
value: 70.122
- type: map_at_3
value: 80.94200000000001
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task:
type: Retrieval
- dataset:
config: default
name: MTEB RedditClustering (default)
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
split: test
type: mteb/reddit-clustering
metrics:
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value: 56.1172
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value: 4.1773
- type: main_score
value: 56.1172
task:
type: Clustering
- dataset:
config: default
name: MTEB RedditClusteringP2P (default)
revision: 385e3cb46b4cfa89021f56c4380204149d0efe33
split: test
type: mteb/reddit-clustering-p2p
metrics:
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value: 12.804499999999999
- type: main_score
value: 65.1415
task:
type: Clustering
- dataset:
config: default
name: MTEB SCIDOCS (default)
revision: f8c2fcf00f625baaa80f62ec5bd9e1fff3b8ae88
split: test
type: mteb/scidocs
metrics:
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value: 8.174299999999999
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value: 20.6462
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value: 26.037
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value: 13.3379
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value: 16.713
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value: 14.1804
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value: 17.1186
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value: 26.7938
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value: 14.458699999999999
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value: 26.628
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task:
type: Retrieval
- dataset:
config: default
name: MTEB SICK-R (default)
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
split: test
type: mteb/sickr-sts
metrics:
- type: pearson
value: 85.2236
- type: spearman
value: 79.55109999999999
- type: cosine_pearson
value: 85.2236
- type: cosine_spearman
value: 79.55109999999999
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value: 82.441
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value: 79.65100000000001
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value: 82.461
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value: 79.58460000000001
- type: main_score
value: 79.55109999999999
task:
type: STS
- dataset:
config: default
name: MTEB STS12 (default)
revision: a0d554a64d88156834ff5ae9920b964011b16384
split: test
type: mteb/sts12-sts
metrics:
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value: 82.6754
- type: spearman
value: 74.3345
- type: cosine_pearson
value: 82.6754
- type: cosine_spearman
value: 74.3336
- type: manhattan_pearson
value: 78.64330000000001
- type: manhattan_spearman
value: 74.23769999999999
- type: euclidean_pearson
value: 78.589
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value: 74.1178
- type: main_score
value: 74.3336
task:
type: STS
- dataset:
config: default
name: MTEB STS13 (default)
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
split: test
type: mteb/sts13-sts
metrics:
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value: 82.4438
- type: spearman
value: 83.5213
- type: cosine_pearson
value: 82.4438
- type: cosine_spearman
value: 83.5213
- type: manhattan_pearson
value: 83.1769
- type: manhattan_spearman
value: 83.29039999999999
- type: euclidean_pearson
value: 83.0053
- type: euclidean_spearman
value: 83.1047
- type: main_score
value: 83.5213
task:
type: STS
- dataset:
config: default
name: MTEB STS14 (default)
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
split: test
type: mteb/sts14-sts
metrics:
- type: pearson
value: 82.8843
- type: spearman
value: 80.6162
- type: cosine_pearson
value: 82.8843
- type: cosine_spearman
value: 80.6161
- type: manhattan_pearson
value: 82.446
- type: manhattan_spearman
value: 80.5926
- type: euclidean_pearson
value: 82.33840000000001
- type: euclidean_spearman
value: 80.4619
- type: main_score
value: 80.6161
task:
type: STS
- dataset:
config: default
name: MTEB STS15 (default)
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
split: test
type: mteb/sts15-sts
metrics:
- type: pearson
value: 85.7467
- type: spearman
value: 86.85690000000001
- type: cosine_pearson
value: 85.7467
- type: cosine_spearman
value: 86.85690000000001
- type: manhattan_pearson
value: 86.469
- type: manhattan_spearman
value: 86.751
- type: euclidean_pearson
value: 86.4531
- type: euclidean_spearman
value: 86.7053
- type: main_score
value: 86.85690000000001
task:
type: STS
- dataset:
config: default
name: MTEB STS16 (default)
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
split: test
type: mteb/sts16-sts
metrics:
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value: 84.143
- type: spearman
value: 85.4366
- type: cosine_pearson
value: 84.143
- type: cosine_spearman
value: 85.4367
- type: manhattan_pearson
value: 84.6762
- type: manhattan_spearman
value: 85.1846
- type: euclidean_pearson
value: 84.6233
- type: euclidean_spearman
value: 85.1252
- type: main_score
value: 85.4367
task:
type: STS
- dataset:
config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics:
- type: pearson
value: 89.10820000000001
- type: spearman
value: 89.7621
- type: cosine_pearson
value: 89.10820000000001
- type: cosine_spearman
value: 89.7621
- type: manhattan_pearson
value: 89.3624
- type: manhattan_spearman
value: 89.6515
- type: euclidean_pearson
value: 89.3729
- type: euclidean_spearman
value: 89.6836
- type: main_score
value: 89.7621
task:
type: STS
- dataset:
config: en
name: MTEB STS22 (en)
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics:
- type: pearson
value: 68.44019999999999
- type: spearman
value: 68.3308
- type: cosine_pearson
value: 68.4403
- type: cosine_spearman
value: 68.3308
- type: manhattan_pearson
value: 69.8199
- type: manhattan_spearman
value: 68.754
- type: euclidean_pearson
value: 69.5629
- type: euclidean_spearman
value: 68.55630000000001
- type: main_score
value: 68.3308
task:
type: STS
- dataset:
config: default
name: MTEB STSBenchmark (default)
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics:
- type: pearson
value: 86.0748
- type: spearman
value: 86.2486
- type: cosine_pearson
value: 86.0748
- type: cosine_spearman
value: 86.2486
- type: manhattan_pearson
value: 86.2053
- type: manhattan_spearman
value: 86.0544
- type: euclidean_pearson
value: 86.1504
- type: euclidean_spearman
value: 85.985
- type: main_score
value: 86.2486
task:
type: STS
- dataset:
config: default
name: MTEB SciDocsRR (default)
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
split: test
type: mteb/scidocs-reranking
metrics:
- type: map
value: 84.4152
- type: mrr
value: 95.4755
- type: nAUC_map_max
value: 55.565799999999996
- type: nAUC_map_std
value: 71.4307
- type: nAUC_map_diff1
value: 1.0619
- type: nAUC_mrr_max
value: 87.11959999999999
- type: nAUC_mrr_std
value: 82.7146
- type: nAUC_mrr_diff1
value: 44.2384
- type: main_score
value: 84.4152
task:
type: Reranking
- dataset:
config: default
name: MTEB SciFact (default)
revision: 0228b52cf27578f30900b9e5271d331663a030d7
split: test
type: mteb/scifact
metrics:
- type: ndcg_at_1
value: 62.333000000000006
- type: ndcg_at_3
value: 67.297
- type: ndcg_at_5
value: 69.24900000000001
- type: ndcg_at_10
value: 72.63199999999999
- type: ndcg_at_20
value: 73.6
- type: ndcg_at_100
value: 74.888
- type: ndcg_at_1000
value: 75.452
- type: map_at_1
value: 59.733000000000004
- type: map_at_3
value: 65.194
- type: map_at_5
value: 66.616
- type: map_at_10
value: 68.158
- type: map_at_20
value: 68.464
- type: map_at_100
value: 68.685
- type: map_at_1000
value: 68.704
- type: recall_at_1
value: 59.733000000000004
- type: recall_at_3
value: 70.61699999999999
- type: recall_at_5
value: 75.5
- type: recall_at_10
value: 85.51100000000001
- type: recall_at_20
value: 89.133
- type: recall_at_100
value: 95.5
- type: recall_at_1000
value: 100
- type: precision_at_1
value: 62.333000000000006
- type: precision_at_3
value: 25.667
- type: precision_at_5
value: 16.8
- type: precision_at_10
value: 9.633
- type: precision_at_20
value: 5.050000000000001
- type: precision_at_100
value: 1.083
- type: precision_at_1000
value: 0.11299999999999999
- type: mrr_at_1
value: 62.3333
- type: mrr_at_3
value: 67.11110000000001
- type: mrr_at_5
value: 68.0111
- type: mrr_at_10
value: 69.243
- type: mrr_at_20
value: 69.4702
- type: mrr_at_100
value: 69.661
- type: mrr_at_1000
value: 69.6798
- type: nauc_ndcg_at_1_max
value: 54.49850000000001
- type: nauc_ndcg_at_1_std
value: 7.1119
- type: nauc_ndcg_at_1_diff1
value: 66.1422
- type: nauc_ndcg_at_3_max
value: 56.4064
- type: nauc_ndcg_at_3_std
value: 5.8438
- type: nauc_ndcg_at_3_diff1
value: 63.8497
- type: nauc_ndcg_at_5_max
value: 57.1304
- type: nauc_ndcg_at_5_std
value: 7.220600000000001
- type: nauc_ndcg_at_5_diff1
value: 63.31250000000001
- type: nauc_ndcg_at_10_max
value: 55.722300000000004
- type: nauc_ndcg_at_10_std
value: 9.1649
- type: nauc_ndcg_at_10_diff1
value: 60.6626
- type: nauc_ndcg_at_20_max
value: 55.945299999999996
- type: nauc_ndcg_at_20_std
value: 9.843200000000001
- type: nauc_ndcg_at_20_diff1
value: 60.113099999999996
- type: nauc_ndcg_at_100_max
value: 56.1439
- type: nauc_ndcg_at_100_std
value: 10.7972
- type: nauc_ndcg_at_100_diff1
value: 60.854200000000006
- type: nauc_ndcg_at_1000_max
value: 56.2434
- type: nauc_ndcg_at_1000_std
value: 9.697899999999999
- type: nauc_ndcg_at_1000_diff1
value: 61.719
- type: nauc_map_at_1_max
value: 50.9749
- type: nauc_map_at_1_std
value: 3.6609999999999996
- type: nauc_map_at_1_diff1
value: 67.3719
- type: nauc_map_at_3_max
value: 54.31009999999999
- type: nauc_map_at_3_std
value: 4.3235
- type: nauc_map_at_3_diff1
value: 64.8984
- type: nauc_map_at_5_max
value: 55.328599999999994
- type: nauc_map_at_5_std
value: 5.959099999999999
- type: nauc_map_at_5_diff1
value: 64.0263
- type: nauc_map_at_10_max
value: 55.1577
- type: nauc_map_at_10_std
value: 7.147399999999999
- type: nauc_map_at_10_diff1
value: 62.943000000000005
- type: nauc_map_at_20_max
value: 55.367900000000006
- type: nauc_map_at_20_std
value: 7.5756000000000006
- type: nauc_map_at_20_diff1
value: 62.7916
- type: nauc_map_at_100_max
value: 55.3427
- type: nauc_map_at_100_std
value: 7.645499999999999
- type: nauc_map_at_100_diff1
value: 62.89940000000001
- type: nauc_map_at_1000_max
value: 55.35020000000001
- type: nauc_map_at_1000_std
value: 7.6221
- type: nauc_map_at_1000_diff1
value: 62.930299999999995
- type: nauc_recall_at_1_max
value: 50.9749
- type: nauc_recall_at_1_std
value: 3.6609999999999996
- type: nauc_recall_at_1_diff1
value: 67.3719
- type: nauc_recall_at_3_max
value: 56.184
- type: nauc_recall_at_3_std
value: 1.8581
- type: nauc_recall_at_3_diff1
value: 63.3395
- type: nauc_recall_at_5_max
value: 59.3021
- type: nauc_recall_at_5_std
value: 6.4342
- type: nauc_recall_at_5_diff1
value: 61.8267
- type: nauc_recall_at_10_max
value: 51.8488
- type: nauc_recall_at_10_std
value: 13.397
- type: nauc_recall_at_10_diff1
value: 47.7098
- type: nauc_recall_at_20_max
value: 51.607499999999995
- type: nauc_recall_at_20_std
value: 17.8583
- type: nauc_recall_at_20_diff1
value: 40.2701
- type: nauc_recall_at_100_max
value: 54.1844
- type: nauc_recall_at_100_std
value: 53.411500000000004
- type: nauc_recall_at_100_diff1
value: 31.0043
- type: nauc_recall_at_1000_max
value: null
- type: nauc_recall_at_1000_std
value: null
- type: nauc_recall_at_1000_diff1
value: null
- type: nauc_precision_at_1_max
value: 54.49850000000001
- type: nauc_precision_at_1_std
value: 7.1119
- type: nauc_precision_at_1_diff1
value: 66.1422
- type: nauc_precision_at_3_max
value: 52.115
- type: nauc_precision_at_3_std
value: 16.1809
- type: nauc_precision_at_3_diff1
value: 41.6736
- type: nauc_precision_at_5_max
value: 46.3365
- type: nauc_precision_at_5_std
value: 22.7022
- type: nauc_precision_at_5_diff1
value: 25.564500000000002
- type: nauc_precision_at_10_max
value: 31.7504
- type: nauc_precision_at_10_std
value: 31.063499999999998
- type: nauc_precision_at_10_diff1
value: 0.61
- type: nauc_precision_at_20_max
value: 27.0162
- type: nauc_precision_at_20_std
value: 35.5844
- type: nauc_precision_at_20_diff1
value: -8.559899999999999
- type: nauc_precision_at_100_max
value: 17.9369
- type: nauc_precision_at_100_std
value: 45.360299999999995
- type: nauc_precision_at_100_diff1
value: -21.3734
- type: nauc_precision_at_1000_max
value: 9.6015
- type: nauc_precision_at_1000_std
value: 41.6207
- type: nauc_precision_at_1000_diff1
value: -31.4964
- type: nauc_mrr_at_1_max
value: 54.49850000000001
- type: nauc_mrr_at_1_std
value: 7.1119
- type: nauc_mrr_at_1_diff1
value: 66.1422
- type: nauc_mrr_at_3_max
value: 57.52589999999999
- type: nauc_mrr_at_3_std
value: 8.605400000000001
- type: nauc_mrr_at_3_diff1
value: 63.4207
- type: nauc_mrr_at_5_max
value: 57.809900000000006
- type: nauc_mrr_at_5_std
value: 9.2631
- type: nauc_mrr_at_5_diff1
value: 63.4016
- type: nauc_mrr_at_10_max
value: 57.02199999999999
- type: nauc_mrr_at_10_std
value: 9.542100000000001
- type: nauc_mrr_at_10_diff1
value: 62.527
- type: nauc_mrr_at_20_max
value: 56.942800000000005
- type: nauc_mrr_at_20_std
value: 9.3838
- type: nauc_mrr_at_20_diff1
value: 62.3991
- type: nauc_mrr_at_100_max
value: 56.9339
- type: nauc_mrr_at_100_std
value: 9.4351
- type: nauc_mrr_at_100_diff1
value: 62.5023
- type: nauc_mrr_at_1000_max
value: 56.943200000000004
- type: nauc_mrr_at_1000_std
value: 9.4141
- type: nauc_mrr_at_1000_diff1
value: 62.5335
- type: main_score
value: 72.63199999999999
task:
type: Retrieval
- dataset:
config: default
name: MTEB SprintDuplicateQuestions (default)
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
split: test
type: mteb/sprintduplicatequestions-pairclassification
metrics:
- type: similarity_accuracy
value: 99.801
- type: similarity_accuracy_threshold
value: 79.4678
- type: similarity_f1
value: 89.64450000000001
- type: similarity_f1_threshold
value: 79.4678
- type: similarity_precision
value: 92.4548
- type: similarity_recall
value: 87
- type: similarity_ap
value: 95.45320000000001
- type: cosine_accuracy
value: 99.801
- type: cosine_accuracy_threshold
value: 79.4678
- type: cosine_f1
value: 89.64450000000001
- type: cosine_f1_threshold
value: 79.4678
- type: cosine_precision
value: 92.4548
- type: cosine_recall
value: 87
- type: cosine_ap
value: 95.45320000000001
- type: manhattan_accuracy
value: 99.798
- type: manhattan_accuracy_threshold
value: 23357.8888
- type: manhattan_f1
value: 89.4737
- type: manhattan_f1_threshold
value: 23387.7502
- type: manhattan_precision
value: 92.4307
- type: manhattan_recall
value: 86.7
- type: manhattan_ap
value: 95.4849
- type: euclidean_accuracy
value: 99.795
- type: euclidean_accuracy_threshold
value: 1058.165
- type: euclidean_f1
value: 89.35300000000001
- type: euclidean_f1_threshold
value: 1085.2129
- type: euclidean_precision
value: 91.0696
- type: euclidean_recall
value: 87.7
- type: euclidean_ap
value: 95.4203
- type: dot_accuracy
value: 99.79599999999999
- type: dot_accuracy_threshold
value: 22427.3651
- type: dot_f1
value: 89.6311
- type: dot_f1_threshold
value: 21924.3118
- type: dot_precision
value: 89.3638
- type: dot_recall
value: 89.9
- type: dot_ap
value: 95.2676
- type: max_accuracy
value: 99.801
- type: max_f1
value: 89.64450000000001
- type: max_precision
value: 92.4548
- type: max_recall
value: 89.9
- type: max_ap
value: 95.4849
- type: main_score
value: 95.4849
task:
type: PairClassification
- dataset:
config: default
name: MTEB StackExchangeClustering (default)
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
split: test
type: mteb/stackexchange-clustering
metrics:
- type: v_measure
value: 66.74849999999999
- type: v_measure_std
value: 5.3791
- type: main_score
value: 66.74849999999999
task:
type: Clustering
- dataset:
config: default
name: MTEB StackExchangeClusteringP2P (default)
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
split: test
type: mteb/stackexchange-clustering-p2p
metrics:
- type: v_measure
value: 36.4297
- type: v_measure_std
value: 1.4817
- type: main_score
value: 36.4297
task:
type: Clustering
- dataset:
config: default
name: MTEB StackOverflowDupQuestions (default)
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
split: test
type: mteb/stackoverflowdupquestions-reranking
metrics:
- type: map
value: 49.791000000000004
- type: mrr
value: 50.559200000000004
- type: nAUC_map_max
value: 12.2774
- type: nAUC_map_std
value: 8.179599999999999
- type: nAUC_map_diff1
value: 34.4755
- type: nAUC_mrr_max
value: 12.5622
- type: nAUC_mrr_std
value: 8.7019
- type: nAUC_mrr_diff1
value: 34.4394
- type: main_score
value: 49.791000000000004
task:
type: Reranking
- dataset:
config: default
name: MTEB SummEval (default)
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
split: test
type: mteb/summeval
metrics:
- type: pearson
value: 29.8817
- type: spearman
value: 30.4779
- type: cosine_spearman
value: 30.4779
- type: cosine_pearson
value: 29.8817
- type: dot_spearman
value: 29.801499999999997
- type: dot_pearson
value: 30.2519
- type: main_score
value: 30.4779
task:
type: Summarization
- dataset:
config: default
name: MTEB TRECCOVID (default)
revision: bb9466bac8153a0349341eb1b22e06409e78ef4e
split: test
type: mteb/trec-covid
metrics:
- type: ndcg_at_1
value: 83
- type: ndcg_at_3
value: 79.061
- type: ndcg_at_5
value: 74.477
- type: ndcg_at_10
value: 74.02499999999999
- type: ndcg_at_20
value: 71.031
- type: ndcg_at_100
value: 56.143
- type: ndcg_at_1000
value: 52.11
- type: map_at_1
value: 0.243
- type: map_at_3
value: 0.642
- type: map_at_5
value: 0.997
- type: map_at_10
value: 1.848
- type: map_at_20
value: 3.354
- type: map_at_100
value: 10.297
- type: map_at_1000
value: 25.901999999999997
- type: recall_at_1
value: 0.243
- type: recall_at_3
value: 0.668
- type: recall_at_5
value: 1.0630000000000002
- type: recall_at_10
value: 2.09
- type: recall_at_20
value: 3.92
- type: recall_at_100
value: 13.83
- type: recall_at_1000
value: 49.292
- type: precision_at_1
value: 88
- type: precision_at_3
value: 81.333
- type: precision_at_5
value: 76.4
- type: precision_at_10
value: 77.60000000000001
- type: precision_at_20
value: 74
- type: precision_at_100
value: 57.04
- type: precision_at_1000
value: 22.962
- type: mrr_at_1
value: 86
- type: mrr_at_3
value: 92
- type: mrr_at_5
value: 92.4
- type: mrr_at_10
value: 92.4
- type: mrr_at_20
value: 92.4
- type: mrr_at_100
value: 92.4
- type: mrr_at_1000
value: 92.4
- type: nauc_ndcg_at_1_max
value: 61.9438
- type: nauc_ndcg_at_1_std
value: 47.8895
- type: nauc_ndcg_at_1_diff1
value: -24.637500000000003
- type: nauc_ndcg_at_3_max
value: 61.8429
- type: nauc_ndcg_at_3_std
value: 54.91629999999999
- type: nauc_ndcg_at_3_diff1
value: -20.4604
- type: nauc_ndcg_at_5_max
value: 57.8672
- type: nauc_ndcg_at_5_std
value: 54.7293
- type: nauc_ndcg_at_5_diff1
value: -16.473599999999998
- type: nauc_ndcg_at_10_max
value: 53.545
- type: nauc_ndcg_at_10_std
value: 56.166799999999995
- type: nauc_ndcg_at_10_diff1
value: -10.5161
- type: nauc_ndcg_at_20_max
value: 57.28529999999999
- type: nauc_ndcg_at_20_std
value: 67.5691
- type: nauc_ndcg_at_20_diff1
value: -9.9578
- type: nauc_ndcg_at_100_max
value: 55.752100000000006
- type: nauc_ndcg_at_100_std
value: 79.8469
- type: nauc_ndcg_at_100_diff1
value: -6.660099999999999
- type: nauc_ndcg_at_1000_max
value: 59.807900000000004
- type: nauc_ndcg_at_1000_std
value: 72.4075
- type: nauc_ndcg_at_1000_diff1
value: -7.3533
- type: nauc_map_at_1_max
value: 6.4536999999999995
- type: nauc_map_at_1_std
value: -7.8119
- type: nauc_map_at_1_diff1
value: -14.0471
- type: nauc_map_at_3_max
value: 16.98
- type: nauc_map_at_3_std
value: -0.3721
- type: nauc_map_at_3_diff1
value: -15.7142
- type: nauc_map_at_5_max
value: 19.6888
- type: nauc_map_at_5_std
value: 1.4467
- type: nauc_map_at_5_diff1
value: -16.999200000000002
- type: nauc_map_at_10_max
value: 21.453400000000002
- type: nauc_map_at_10_std
value: 4.1453
- type: nauc_map_at_10_diff1
value: -13.9404
- type: nauc_map_at_20_max
value: 23.8514
- type: nauc_map_at_20_std
value: 11.505899999999999
- type: nauc_map_at_20_diff1
value: -10.5448
- type: nauc_map_at_100_max
value: 46.5883
- type: nauc_map_at_100_std
value: 57.91159999999999
- type: nauc_map_at_100_diff1
value: -8.8815
- type: nauc_map_at_1000_max
value: 63.9415
- type: nauc_map_at_1000_std
value: 79.9525
- type: nauc_map_at_1000_diff1
value: 2.9305000000000003
- type: nauc_recall_at_1_max
value: 6.4536999999999995
- type: nauc_recall_at_1_std
value: -7.8119
- type: nauc_recall_at_1_diff1
value: -14.0471
- type: nauc_recall_at_3_max
value: 13.3248
- type: nauc_recall_at_3_std
value: -3.4745999999999997
- type: nauc_recall_at_3_diff1
value: -16.9174
- type: nauc_recall_at_5_max
value: 14.6892
- type: nauc_recall_at_5_std
value: -2.0025999999999997
- type: nauc_recall_at_5_diff1
value: -17.622799999999998
- type: nauc_recall_at_10_max
value: 12.6493
- type: nauc_recall_at_10_std
value: -3.3624
- type: nauc_recall_at_10_diff1
value: -14.583599999999999
- type: nauc_recall_at_20_max
value: 12.4179
- type: nauc_recall_at_20_std
value: 2.6304000000000003
- type: nauc_recall_at_20_diff1
value: -12.0154
- type: nauc_recall_at_100_max
value: 33.3924
- type: nauc_recall_at_100_std
value: 41.6643
- type: nauc_recall_at_100_diff1
value: -13.6719
- type: nauc_recall_at_1000_max
value: 54.8435
- type: nauc_recall_at_1000_std
value: 59.816199999999995
- type: nauc_recall_at_1000_diff1
value: -2.3768000000000002
- type: nauc_precision_at_1_max
value: 83.2167
- type: nauc_precision_at_1_std
value: 71.8899
- type: nauc_precision_at_1_diff1
value: -18.970699999999997
- type: nauc_precision_at_3_max
value: 70.7754
- type: nauc_precision_at_3_std
value: 60.5541
- type: nauc_precision_at_3_diff1
value: -16.8234
- type: nauc_precision_at_5_max
value: 64.384
- type: nauc_precision_at_5_std
value: 54.879999999999995
- type: nauc_precision_at_5_diff1
value: -12.5072
- type: nauc_precision_at_10_max
value: 60.5951
- type: nauc_precision_at_10_std
value: 57.330000000000005
- type: nauc_precision_at_10_diff1
value: -4.029400000000001
- type: nauc_precision_at_20_max
value: 61.1634
- type: nauc_precision_at_20_std
value: 69.7819
- type: nauc_precision_at_20_diff1
value: -6.6238
- type: nauc_precision_at_100_max
value: 57.61619999999999
- type: nauc_precision_at_100_std
value: 82.3103
- type: nauc_precision_at_100_diff1
value: 0.8824000000000001
- type: nauc_precision_at_1000_max
value: 48.0414
- type: nauc_precision_at_1000_std
value: 54.315599999999996
- type: nauc_precision_at_1000_diff1
value: 8.9054
- type: nauc_mrr_at_1_max
value: 55.3901
- type: nauc_mrr_at_1_std
value: 45.5245
- type: nauc_mrr_at_1_diff1
value: -1.6835
- type: nauc_mrr_at_3_max
value: 61.1547
- type: nauc_mrr_at_3_std
value: 52.5639
- type: nauc_mrr_at_3_diff1
value: -23.9503
- type: nauc_mrr_at_5_max
value: 59.0374
- type: nauc_mrr_at_5_std
value: 49.9784
- type: nauc_mrr_at_5_diff1
value: -15.771799999999999
- type: nauc_mrr_at_10_max
value: 59.0374
- type: nauc_mrr_at_10_std
value: 49.9784
- type: nauc_mrr_at_10_diff1
value: -15.771799999999999
- type: nauc_mrr_at_20_max
value: 59.0374
- type: nauc_mrr_at_20_std
value: 49.9784
- type: nauc_mrr_at_20_diff1
value: -15.771799999999999
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value: 59.0374
- type: nauc_mrr_at_100_std
value: 49.9784
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value: -15.771799999999999
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value: 59.0374
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value: 49.9784
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value: -15.771799999999999
- type: main_score
value: 74.02499999999999
task:
type: Retrieval
- dataset:
config: default
name: MTEB Touche2020 (default)
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
split: test
type: mteb/touche2020
metrics:
- type: ndcg_at_1
value: 26.531
- type: ndcg_at_3
value: 25.533
- type: ndcg_at_5
value: 25.846999999999998
- type: ndcg_at_10
value: 23.86
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value: 25.685999999999996
- type: ndcg_at_100
value: 35.339999999999996
- type: ndcg_at_1000
value: 46.949999999999996
- type: map_at_1
value: 2.253
- type: map_at_3
value: 4.737
- type: map_at_5
value: 6.550000000000001
- type: map_at_10
value: 9.114
- type: map_at_20
value: 11.928999999999998
- type: map_at_100
value: 15.082
- type: map_at_1000
value: 16.567
- type: recall_at_1
value: 2.253
- type: recall_at_3
value: 6.067
- type: recall_at_5
value: 9.985
- type: recall_at_10
value: 15.595
- type: recall_at_20
value: 24.709
- type: recall_at_100
value: 46.075
- type: recall_at_1000
value: 81.211
- type: precision_at_1
value: 30.612000000000002
- type: precision_at_3
value: 27.211000000000002
- type: precision_at_5
value: 27.346999999999998
- type: precision_at_10
value: 21.633
- type: precision_at_20
value: 17.347
- type: precision_at_100
value: 7.306
- type: precision_at_1000
value: 1.498
- type: mrr_at_1
value: 30.6122
- type: mrr_at_3
value: 41.8367
- type: mrr_at_5
value: 45.6122
- type: mrr_at_10
value: 46.827000000000005
- type: mrr_at_20
value: 47.652699999999996
- type: mrr_at_100
value: 47.9184
- type: mrr_at_1000
value: 47.9184
- type: nauc_ndcg_at_1_max
value: -39.9725
- type: nauc_ndcg_at_1_std
value: -16.2998
- type: nauc_ndcg_at_1_diff1
value: 10.729700000000001
- type: nauc_ndcg_at_3_max
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value: -8.7066
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value: 17.6297
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value: -32.069900000000004
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value: -0.3237
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value: 6.7525
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- type: nauc_ndcg_at_10_std
value: 0.506
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- type: nauc_ndcg_at_20_max
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- type: nauc_ndcg_at_20_std
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value: 8.7515
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value: 35.2315
- type: nauc_ndcg_at_1000_diff1
value: 0.15059999999999998
- type: nauc_map_at_1_max
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- type: nauc_map_at_1_std
value: -24.5046
- type: nauc_map_at_1_diff1
value: 7.072100000000001
- type: nauc_map_at_3_max
value: -28.862199999999998
- type: nauc_map_at_3_std
value: -18.990299999999998
- type: nauc_map_at_3_diff1
value: 15.764700000000001
- type: nauc_map_at_5_max
value: -27.409699999999997
- type: nauc_map_at_5_std
value: -15.2501
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value: 8.8044
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value: 7.704
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value: 4.8129
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value: 6.401700000000001
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value: -21.4197
- type: nauc_map_at_1000_std
value: 8.5824
- type: nauc_map_at_1000_diff1
value: 5.328
- type: nauc_recall_at_1_max
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- type: nauc_recall_at_1_std
value: -24.5046
- type: nauc_recall_at_1_diff1
value: 7.072100000000001
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value: -13.661000000000001
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value: 1.9924999999999997
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value: 78.9064
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value: -6.6981
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value: 22.1572
- type: nauc_precision_at_5_max
value: -26.9752
- type: nauc_precision_at_5_std
value: 9.2292
- type: nauc_precision_at_5_diff1
value: 6.7962
- type: nauc_precision_at_10_max
value: -29.9346
- type: nauc_precision_at_10_std
value: 13.3568
- type: nauc_precision_at_10_diff1
value: 6.8902
- type: nauc_precision_at_20_max
value: -22.7968
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value: 21.0382
- type: nauc_precision_at_20_diff1
value: 9.033199999999999
- type: nauc_precision_at_100_max
value: -11.4519
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value: 72.8881
- type: nauc_precision_at_100_diff1
value: -8.261000000000001
- type: nauc_precision_at_1000_max
value: 29.3926
- type: nauc_precision_at_1000_std
value: 44.936
- type: nauc_precision_at_1000_diff1
value: -15.2011
- type: nauc_mrr_at_1_max
value: -39.8407
- type: nauc_mrr_at_1_std
value: -16.3352
- type: nauc_mrr_at_1_diff1
value: 12.1075
- type: nauc_mrr_at_3_max
value: -37.689
- type: nauc_mrr_at_3_std
value: -8.757
- type: nauc_mrr_at_3_diff1
value: 6.916300000000001
- type: nauc_mrr_at_5_max
value: -36.2749
- type: nauc_mrr_at_5_std
value: -5.7966
- type: nauc_mrr_at_5_diff1
value: 4.8726
- type: nauc_mrr_at_10_max
value: -39.0726
- type: nauc_mrr_at_10_std
value: -6.830799999999999
- type: nauc_mrr_at_10_diff1
value: 5.1214
- type: nauc_mrr_at_20_max
value: -38.6519
- type: nauc_mrr_at_20_std
value: -8.6379
- type: nauc_mrr_at_20_diff1
value: 6.436699999999999
- type: nauc_mrr_at_100_max
value: -38.065599999999996
- type: nauc_mrr_at_100_std
value: -8.444
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value: 6.2007
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value: -38.065599999999996
- type: nauc_mrr_at_1000_std
value: -8.444
- type: nauc_mrr_at_1000_diff1
value: 6.2007
- type: main_score
value: 23.86
task:
type: Retrieval
- dataset:
config: default
name: MTEB ToxicConversationsClassification (default)
revision: edfaf9da55d3dd50d43143d90c1ac476895ae6de
split: test
type: mteb/toxic_conversations_50k
metrics:
- type: accuracy
value: 78.21289999999999
- type: f1
value: 60.9322
- type: f1_weighted
value: 82.69539999999999
- type: ap
value: 19.0474
- type: ap_weighted
value: 19.0474
- type: main_score
value: 78.21289999999999
task:
type: Classification
- dataset:
config: default
name: MTEB TweetSentimentExtractionClassification (default)
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
split: test
type: mteb/tweet_sentiment_extraction
metrics:
- type: accuracy
value: 61.3865
- type: f1
value: 61.8066
- type: f1_weighted
value: 60.887
- type: main_score
value: 61.3865
task:
type: Classification
- dataset:
config: default
name: MTEB TwentyNewsgroupsClustering (default)
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
split: test
type: mteb/twentynewsgroups-clustering
metrics:
- type: v_measure
value: 49.3006
- type: v_measure_std
value: 0.8814000000000001
- type: main_score
value: 49.3006
task:
type: Clustering
- dataset:
config: default
name: MTEB TwitterSemEval2015 (default)
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
split: test
type: mteb/twittersemeval2015-pairclassification
metrics:
- type: similarity_accuracy
value: 85.96289999999999
- type: similarity_accuracy_threshold
value: 81.7629
- type: similarity_f1
value: 67.1044
- type: similarity_f1_threshold
value: 77.98479999999999
- type: similarity_precision
value: 64.3497
- type: similarity_recall
value: 70.10549999999999
- type: similarity_ap
value: 73.406
- type: cosine_accuracy
value: 85.96289999999999
- type: cosine_accuracy_threshold
value: 81.7629
- type: cosine_f1
value: 67.1044
- type: cosine_f1_threshold
value: 77.98479999999999
- type: cosine_precision
value: 64.3497
- type: cosine_recall
value: 70.10549999999999
- type: cosine_ap
value: 73.406
- type: manhattan_accuracy
value: 85.8735
- type: manhattan_accuracy_threshold
value: 22606.6437
- type: manhattan_f1
value: 67.173
- type: manhattan_f1_threshold
value: 24147.3145
- type: manhattan_precision
value: 65.5857
- type: manhattan_recall
value: 68.8391
- type: manhattan_ap
value: 73.4081
- type: euclidean_accuracy
value: 85.94500000000001
- type: euclidean_accuracy_threshold
value: 1019.4165999999999
- type: euclidean_f1
value: 67.0857
- type: euclidean_f1_threshold
value: 1125.1016
- type: euclidean_precision
value: 64.07300000000001
- type: euclidean_recall
value: 70.3958
- type: euclidean_ap
value: 73.3824
- type: dot_accuracy
value: 85.3013
- type: dot_accuracy_threshold
value: 23726.3916
- type: dot_f1
value: 65.8888
- type: dot_f1_threshold
value: 22265.913399999998
- type: dot_precision
value: 62.2128
- type: dot_recall
value: 70.0264
- type: dot_ap
value: 71.5363
- type: max_accuracy
value: 85.96289999999999
- type: max_f1
value: 67.173
- type: max_precision
value: 65.5857
- type: max_recall
value: 70.3958
- type: max_ap
value: 73.4081
- type: main_score
value: 73.4081
task:
type: PairClassification
- dataset:
config: default
name: MTEB TwitterURLCorpus (default)
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
split: test
type: mteb/twitterurlcorpus-pairclassification
metrics:
- type: similarity_accuracy
value: 88.82100000000001
- type: similarity_accuracy_threshold
value: 75.9351
- type: similarity_f1
value: 77.7423
- type: similarity_f1_threshold
value: 72.788
- type: similarity_precision
value: 74.2279
- type: similarity_recall
value: 81.6061
- type: similarity_ap
value: 85.4324
- type: cosine_accuracy
value: 88.82100000000001
- type: cosine_accuracy_threshold
value: 75.9351
- type: cosine_f1
value: 77.7423
- type: cosine_f1_threshold
value: 72.788
- type: cosine_precision
value: 74.2279
- type: cosine_recall
value: 81.6061
- type: cosine_ap
value: 85.4324
- type: manhattan_accuracy
value: 88.786
- type: manhattan_accuracy_threshold
value: 25561.4807
- type: manhattan_f1
value: 77.5953
- type: manhattan_f1_threshold
value: 26504.0619
- type: manhattan_precision
value: 76.1432
- type: manhattan_recall
value: 79.1038
- type: manhattan_ap
value: 85.3477
- type: euclidean_accuracy
value: 88.76859999999999
- type: euclidean_accuracy_threshold
value: 1181.4543
- type: euclidean_f1
value: 77.645
- type: euclidean_f1_threshold
value: 1224.4793
- type: euclidean_precision
value: 75.5925
- type: euclidean_recall
value: 79.8121
- type: euclidean_ap
value: 85.3781
- type: dot_accuracy
value: 88.5707
- type: dot_accuracy_threshold
value: 21387.7899
- type: dot_f1
value: 77.4888
- type: dot_f1_threshold
value: 20875.6653
- type: dot_precision
value: 75.58009999999999
- type: dot_recall
value: 79.4965
- type: dot_ap
value: 84.88550000000001
- type: max_accuracy
value: 88.82100000000001
- type: max_f1
value: 77.7423
- type: max_precision
value: 76.1432
- type: max_recall
value: 81.6061
- type: max_ap
value: 85.4324
- type: main_score
value: 85.4324
task:
type: PairClassification
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- mteb
license: apache-2.0
language:
- en
Mini-GTE
Overview
This is the first model developed by QTACK and serves as a proof of concept for our distillation approach! Built upon a distillbert-based architecture, Mini-GTE is distilled from GTE and designed for efficiency without sacrificing accuracy at only 66M parameters. As a standalone sentence transformer, it ranks 2nd on the MTEB classic leaderboard in the <100M parameter category and 63rd overall which makes it a strong choice for real-time query encoding, semantic search, and similarity tasks.
Model Details
- Model Type: Sentence Transformer
- Base model: distilbert/distilbert-base-uncased
- Maximum Sequence Length: 512 tokens
- Output Dimensionality: 768 dimensions
- Similarity Function: Cosine Similarity
Usage
- Optimized for quick inference
- Great at quickly generating high quality encodings
- Easy to plug and play since it is distilled from GTE
- We want to see how you’re using our model so we’ll give you a free coffee/$10 gift card if you get on call with us and show us what you’ve built!
Getting Started
Installation
Mini-GTE is built on the Sentence Transformers framework. To install the required packages, run:
pip install -U sentence-transformers
Quick Start
Here's a quick example to get you started:
from sentence_transformers import SentenceTransformer
# Download directly from Hugging Face
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
'The weather is lovely today.',
"It's so sunny outside!",
'He drove to the stadium.',
]
embeddings = model.encode(sentences)
print(embeddings.shape) # Expected: [3, 768]
# Compute the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape) # Expected: [3, 3]
Training Details
- Python: 3.10.12
- Sentence Transformers: 3.3.1
- Transformers: 4.48.0.dev0
- PyTorch: 2.1.0a0+32f93b1
- Accelerate: 1.2.0
- Datasets: 2.21.0
- Tokenizers: 0.21.0
Getting Help
For any questions, suggestions, or issues, please contact the QTACK team directly through our contact page.