Model: hkunlp/instructor-base
Author: hkunlp
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, t5, text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, prompt-retrieval, text-reranking, feature-extraction, sentence-similarity, transformers, English, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb, en, arxiv:2212.09741, license:apache-2.0, model-index, text-generation-inference, deploy:azure, region:us
Card metadata: pipeline_tag: sentence-similarity
tags: text-embedding, embeddings, information-retrieval, beir, text-classification, language-model, text-clustering, text-semantic-similarity, text-evaluation, prompt-retrieval, text-reranking, sentence-transformers, feature-extraction, sentence-similarity, transformers, t5, English, Sentence Similarity, natural_questions, ms_marco, fever, hotpot_qa, mteb
language: en
inference: no
license: apache-2.0
model-index: name: final_base_results
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 86.2089552238806
verified: no, type: ap
value: 55.76273850794966
verified: no, type: f1
value: 81.26104211414781
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 88.35995000000001
verified: no, type: ap
value: 84.18839957309655
verified: no, type: f1
value: 88.317619250081
verified: no, task: type: Classification
dataset: type: mteb/amazon_reviews_multi
name: MTEB AmazonReviewsClassification (en)
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 44.64
verified: no, type: f1
value: 42.48663956478136
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 27.383000000000003
verified: no, type: map_at_10
value: 43.024
verified: no, type: map_at_100
value: 44.023
verified: no, type: map_at_1000
value: 44.025999999999996
verified: no, type: map_at_3
value: 37.684
verified: no, type: map_at_5
value: 40.884
verified: no, type: mrr_at_1
value: 28.094
verified: no, type: mrr_at_10
value: 43.315
verified: no, type: mrr_at_100
value: 44.313
verified: no, type: mrr_at_1000
value: 44.317
verified: no, type: mrr_at_3
value: 37.862
verified: no, type: mrr_at_5
value: 41.155
verified: no, type: ndcg_at_1
value: 27.383000000000003
verified: no, type: ndcg_at_10
value: 52.032000000000004
verified: no, type: ndcg_at_100
value: 56.19499999999999
verified: no, type: ndcg_at_1000
value: 56.272
verified: no, type: ndcg_at_3
value: 41.166000000000004
verified: no, type: ndcg_at_5
value: 46.92
verified: no, type: precision_at_1
value: 27.383000000000003
verified: no, type: precision_at_10
value: 8.087
verified: no, type: precision_at_100
value: 0.989
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 17.093
verified: no, type: precision_at_5
value: 13.044
verified: no, type: recall_at_1
value: 27.383000000000003
verified: no, type: recall_at_10
value: 80.868
verified: no, type: recall_at_100
value: 98.86200000000001
verified: no, type: recall_at_1000
value: 99.431
verified: no, type: recall_at_3
value: 51.28
verified: no, type: recall_at_5
value: 65.22
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-p2p
name: MTEB ArxivClusteringP2P
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
metrics: type: v_measure
value: 39.68441054431849
verified: no, task: type: Clustering
dataset: type: mteb/arxiv-clustering-s2s
name: MTEB ArxivClusteringS2S
config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
metrics: type: v_measure
value: 29.188539728343844
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.173362687519784
verified: no, type: mrr
value: 76.18860748362133
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_spearman
value: 82.30789953771232
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 77.03571428571428
verified: no, type: f1
value: 75.87384305045917
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-p2p
name: MTEB BiorxivClusteringP2P
config: default
split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
metrics: type: v_measure
value: 32.98041170516364
verified: no, task: type: Clustering
dataset: type: mteb/biorxiv-clustering-s2s
name: MTEB BiorxivClusteringS2S
config: default
split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
metrics: type: v_measure
value: 25.71652988451154
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.739999999999995
verified: no, type: map_at_10
value: 46.197
verified: no, type: map_at_100
value: 47.814
verified: no, type: map_at_1000
value: 47.934
verified: no, type: map_at_3
value: 43.091
verified: no, type: map_at_5
value: 44.81
verified: no, type: mrr_at_1
value: 41.059
verified: no, type: mrr_at_10
value: 52.292
verified: no, type: mrr_at_100
value: 52.978
verified: no, type: mrr_at_1000
value: 53.015
verified: no, type: mrr_at_3
value: 49.976
verified: no, type: mrr_at_5
value: 51.449999999999996
verified: no, type: ndcg_at_1
value: 41.059
verified: no, type: ndcg_at_10
value: 52.608
verified: no, type: ndcg_at_100
value: 57.965
verified: no, type: ndcg_at_1000
value: 59.775999999999996
verified: no, type: ndcg_at_3
value: 48.473
verified: no, type: ndcg_at_5
value: 50.407999999999994
verified: no, type: precision_at_1
value: 41.059
verified: no, type: precision_at_10
value: 9.943
verified: no, type: precision_at_100
value: 1.6070000000000002
verified: no, type: precision_at_1000
value: 0.20500000000000002
verified: no, type: precision_at_3
value: 23.413999999999998
verified: no, type: precision_at_5
value: 16.481
verified: no, type: recall_at_1
value: 33.739999999999995
verified: no, type: recall_at_10
value: 63.888999999999996
verified: no, type: recall_at_100
value: 85.832
verified: no, type: recall_at_1000
value: 97.475
verified: no, type: recall_at_3
value: 51.953
verified: no, type: recall_at_5
value: 57.498000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.169999999999998
verified: no, type: map_at_10
value: 41.455
verified: no, type: map_at_100
value: 42.716
verified: no, type: map_at_1000
value: 42.847
verified: no, type: map_at_3
value: 38.568999999999996
verified: no, type: map_at_5
value: 40.099000000000004
verified: no, type: mrr_at_1
value: 39.427
verified: no, type: mrr_at_10
value: 47.818
verified: no, type: mrr_at_100
value: 48.519
verified: no, type: mrr_at_1000
value: 48.558
verified: no, type: mrr_at_3
value: 45.86
verified: no, type: mrr_at_5
value: 46.936
verified: no, type: ndcg_at_1
value: 39.427
verified: no, type: ndcg_at_10
value: 47.181
verified: no, type: ndcg_at_100
value: 51.737
verified: no, type: ndcg_at_1000
value: 53.74
verified: no, type: ndcg_at_3
value: 43.261
verified: no, type: ndcg_at_5
value: 44.891
verified: no, type: precision_at_1
value: 39.427
verified: no, type: precision_at_10
value: 8.847
verified: no, type: precision_at_100
value: 1.425
verified: no, type: precision_at_1000
value: 0.189
verified: no, type: precision_at_3
value: 20.785999999999998
verified: no, type: precision_at_5
value: 14.560999999999998
verified: no, type: recall_at_1
value: 31.169999999999998
verified: no, type: recall_at_10
value: 56.971000000000004
verified: no, type: recall_at_100
value: 76.31400000000001
verified: no, type: recall_at_1000
value: 88.93900000000001
verified: no, type: recall_at_3
value: 45.208
verified: no, type: recall_at_5
value: 49.923
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 39.682
verified: no, type: map_at_10
value: 52.766000000000005
verified: no, type: map_at_100
value: 53.84100000000001
verified: no, type: map_at_1000
value: 53.898
verified: no, type: map_at_3
value: 49.291000000000004
verified: no, type: map_at_5
value: 51.365
verified: no, type: mrr_at_1
value: 45.266
verified: no, type: mrr_at_10
value: 56.093
verified: no, type: mrr_at_100
value: 56.763
verified: no, type: mrr_at_1000
value: 56.793000000000006
verified: no, type: mrr_at_3
value: 53.668000000000006
verified: no, type: mrr_at_5
value: 55.1
verified: no, type: ndcg_at_1
value: 45.266
verified: no, type: ndcg_at_10
value: 58.836
verified: no, type: ndcg_at_100
value: 62.863
verified: no, type: ndcg_at_1000
value: 63.912
verified: no, type: ndcg_at_3
value: 53.19199999999999
verified: no, type: ndcg_at_5
value: 56.125
verified: no, type: precision_at_1
value: 45.266
verified: no, type: precision_at_10
value: 9.492
verified: no, type: precision_at_100
value: 1.236
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 23.762
verified: no, type: precision_at_5
value: 16.414
verified: no, type: recall_at_1
value: 39.682
verified: no, type: recall_at_10
value: 73.233
verified: no, type: recall_at_100
value: 90.335
verified: no, type: recall_at_1000
value: 97.452
verified: no, type: recall_at_3
value: 58.562000000000005
verified: no, type: recall_at_5
value: 65.569
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.743
verified: no, type: map_at_10
value: 34.016000000000005
verified: no, type: map_at_100
value: 35.028999999999996
verified: no, type: map_at_1000
value: 35.113
verified: no, type: map_at_3
value: 31.763
verified: no, type: map_at_5
value: 33.013999999999996
verified: no, type: mrr_at_1
value: 28.927000000000003
verified: no, type: mrr_at_10
value: 36.32
verified: no, type: mrr_at_100
value: 37.221
verified: no, type: mrr_at_1000
value: 37.281
verified: no, type: mrr_at_3
value: 34.105000000000004
verified: no, type: mrr_at_5
value: 35.371
verified: no, type: ndcg_at_1
value: 28.927000000000003
verified: no, type: ndcg_at_10
value: 38.474000000000004
verified: no, type: ndcg_at_100
value: 43.580000000000005
verified: no, type: ndcg_at_1000
value: 45.64
verified: no, type: ndcg_at_3
value: 34.035
verified: no, type: ndcg_at_5
value: 36.186
verified: no, type: precision_at_1
value: 28.927000000000003
verified: no, type: precision_at_10
value: 5.74
verified: no, type: precision_at_100
value: 0.8710000000000001
verified: no, type: precision_at_1000
value: 0.108
verified: no, type: precision_at_3
value: 14.124
verified: no, type: precision_at_5
value: 9.74
verified: no, type: recall_at_1
value: 26.743
verified: no, type: recall_at_10
value: 49.955
verified: no, type: recall_at_100
value: 73.904
verified: no, type: recall_at_1000
value: 89.133
verified: no, type: recall_at_3
value: 38.072
verified: no, type: recall_at_5
value: 43.266
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 16.928
verified: no, type: map_at_10
value: 23.549
verified: no, type: map_at_100
value: 24.887
verified: no, type: map_at_1000
value: 25.018
verified: no, type: map_at_3
value: 21.002000000000002
verified: no, type: map_at_5
value: 22.256
verified: no, type: mrr_at_1
value: 21.02
verified: no, type: mrr_at_10
value: 27.898
verified: no, type: mrr_at_100
value: 29.018
verified: no, type: mrr_at_1000
value: 29.099999999999998
verified: no, type: mrr_at_3
value: 25.456
verified: no, type: mrr_at_5
value: 26.625
verified: no, type: ndcg_at_1
value: 21.02
verified: no, type: ndcg_at_10
value: 28.277
verified: no, type: ndcg_at_100
value: 34.54
verified: no, type: ndcg_at_1000
value: 37.719
verified: no, type: ndcg_at_3
value: 23.707
verified: no, type: ndcg_at_5
value: 25.482
verified: no, type: precision_at_1
value: 21.02
verified: no, type: precision_at_10
value: 5.361
verified: no, type: precision_at_100
value: 0.9809999999999999
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 11.401
verified: no, type: precision_at_5
value: 8.209
verified: no, type: recall_at_1
value: 16.928
verified: no, type: recall_at_10
value: 38.601
verified: no, type: recall_at_100
value: 65.759
verified: no, type: recall_at_1000
value: 88.543
verified: no, type: recall_at_3
value: 25.556
verified: no, type: recall_at_5
value: 30.447000000000003
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.549000000000003
verified: no, type: map_at_10
value: 38.426
verified: no, type: map_at_100
value: 39.845000000000006
verified: no, type: map_at_1000
value: 39.956
verified: no, type: map_at_3
value: 35.372
verified: no, type: map_at_5
value: 37.204
verified: no, type: mrr_at_1
value: 35.034
verified: no, type: mrr_at_10
value: 44.041000000000004
verified: no, type: mrr_at_100
value: 44.95
verified: no, type: mrr_at_1000
value: 44.997
verified: no, type: mrr_at_3
value: 41.498000000000005
verified: no, type: mrr_at_5
value: 43.077
verified: no, type: ndcg_at_1
value: 35.034
verified: no, type: ndcg_at_10
value: 44.218
verified: no, type: ndcg_at_100
value: 49.958000000000006
verified: no, type: ndcg_at_1000
value: 52.019000000000005
verified: no, type: ndcg_at_3
value: 39.34
verified: no, type: ndcg_at_5
value: 41.892
verified: no, type: precision_at_1
value: 35.034
verified: no, type: precision_at_10
value: 7.911
verified: no, type: precision_at_100
value: 1.26
verified: no, type: precision_at_1000
value: 0.16
verified: no, type: precision_at_3
value: 18.511
verified: no, type: precision_at_5
value: 13.205
verified: no, type: recall_at_1
value: 28.549000000000003
verified: no, type: recall_at_10
value: 56.035999999999994
verified: no, type: recall_at_100
value: 79.701
verified: no, type: recall_at_1000
value: 93.149
verified: no, type: recall_at_3
value: 42.275
verified: no, type: recall_at_5
value: 49.097
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.391000000000002
verified: no, type: map_at_10
value: 39.48
verified: no, type: map_at_100
value: 40.727000000000004
verified: no, type: map_at_1000
value: 40.835
verified: no, type: map_at_3
value: 36.234
verified: no, type: map_at_5
value: 37.877
verified: no, type: mrr_at_1
value: 35.959
verified: no, type: mrr_at_10
value: 44.726
verified: no, type: mrr_at_100
value: 45.531
verified: no, type: mrr_at_1000
value: 45.582
verified: no, type: mrr_at_3
value: 42.047000000000004
verified: no, type: mrr_at_5
value: 43.611
verified: no, type: ndcg_at_1
value: 35.959
verified: no, type: ndcg_at_10
value: 45.303
verified: no, type: ndcg_at_100
value: 50.683
verified: no, type: ndcg_at_1000
value: 52.818
verified: no, type: ndcg_at_3
value: 39.987
verified: no, type: ndcg_at_5
value: 42.243
verified: no, type: precision_at_1
value: 35.959
verified: no, type: precision_at_10
value: 8.241999999999999
verified: no, type: precision_at_100
value: 1.274
verified: no, type: precision_at_1000
value: 0.163
verified: no, type: precision_at_3
value: 18.836
verified: no, type: precision_at_5
value: 13.196
verified: no, type: recall_at_1
value: 29.391000000000002
verified: no, type: recall_at_10
value: 57.364000000000004
verified: no, type: recall_at_100
value: 80.683
verified: no, type: recall_at_1000
value: 94.918
verified: no, type: recall_at_3
value: 42.263
verified: no, type: recall_at_5
value: 48.634
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.791749999999997
verified: no, type: map_at_10
value: 35.75541666666667
verified: no, type: map_at_100
value: 37.00791666666667
verified: no, type: map_at_1000
value: 37.12408333333333
verified: no, type: map_at_3
value: 33.02966666666667
verified: no, type: map_at_5
value: 34.56866666666667
verified: no, type: mrr_at_1
value: 31.744333333333337
verified: no, type: mrr_at_10
value: 39.9925
verified: no, type: mrr_at_100
value: 40.86458333333333
verified: no, type: mrr_at_1000
value: 40.92175000000001
verified: no, type: mrr_at_3
value: 37.68183333333334
verified: no, type: mrr_at_5
value: 39.028499999999994
verified: no, type: ndcg_at_1
value: 31.744333333333337
verified: no, type: ndcg_at_10
value: 40.95008333333334
verified: no, type: ndcg_at_100
value: 46.25966666666667
verified: no, type: ndcg_at_1000
value: 48.535333333333334
verified: no, type: ndcg_at_3
value: 36.43333333333333
verified: no, type: ndcg_at_5
value: 38.602333333333334
verified: no, type: precision_at_1
value: 31.744333333333337
verified: no, type: precision_at_10
value: 7.135166666666666
verified: no, type: precision_at_100
value: 1.1535833333333334
verified: no, type: precision_at_1000
value: 0.15391666666666665
verified: no, type: precision_at_3
value: 16.713
verified: no, type: precision_at_5
value: 11.828416666666666
verified: no, type: recall_at_1
value: 26.791749999999997
verified: no, type: recall_at_10
value: 51.98625
verified: no, type: recall_at_100
value: 75.30358333333334
verified: no, type: recall_at_1000
value: 91.05433333333333
verified: no, type: recall_at_3
value: 39.39583333333333
verified: no, type: recall_at_5
value: 45.05925
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.219
verified: no, type: map_at_10
value: 29.162
verified: no, type: map_at_100
value: 30.049999999999997
verified: no, type: map_at_1000
value: 30.144
verified: no, type: map_at_3
value: 27.204
verified: no, type: map_at_5
value: 28.351
verified: no, type: mrr_at_1
value: 25.153
verified: no, type: mrr_at_10
value: 31.814999999999998
verified: no, type: mrr_at_100
value: 32.573
verified: no, type: mrr_at_1000
value: 32.645
verified: no, type: mrr_at_3
value: 29.934
verified: no, type: mrr_at_5
value: 30.946
verified: no, type: ndcg_at_1
value: 25.153
verified: no, type: ndcg_at_10
value: 33.099000000000004
verified: no, type: ndcg_at_100
value: 37.768
verified: no, type: ndcg_at_1000
value: 40.331
verified: no, type: ndcg_at_3
value: 29.473
verified: no, type: ndcg_at_5
value: 31.206
verified: no, type: precision_at_1
value: 25.153
verified: no, type: precision_at_10
value: 5.183999999999999
verified: no, type: precision_at_100
value: 0.8170000000000001
verified: no, type: precision_at_1000
value: 0.11100000000000002
verified: no, type: precision_at_3
value: 12.831999999999999
verified: no, type: precision_at_5
value: 8.895999999999999
verified: no, type: recall_at_1
value: 22.219
verified: no, type: recall_at_10
value: 42.637
verified: no, type: recall_at_100
value: 64.704
verified: no, type: recall_at_1000
value: 83.963
verified: no, type: recall_at_3
value: 32.444
verified: no, type: recall_at_5
value: 36.802
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 17.427999999999997
verified: no, type: map_at_10
value: 24.029
verified: no, type: map_at_100
value: 25.119999999999997
verified: no, type: map_at_1000
value: 25.257
verified: no, type: map_at_3
value: 22.016
verified: no, type: map_at_5
value: 23.143
verified: no, type: mrr_at_1
value: 21.129
verified: no, type: mrr_at_10
value: 27.750000000000004
verified: no, type: mrr_at_100
value: 28.666999999999998
verified: no, type: mrr_at_1000
value: 28.754999999999995
verified: no, type: mrr_at_3
value: 25.849
verified: no, type: mrr_at_5
value: 26.939999999999998
verified: no, type: ndcg_at_1
value: 21.129
verified: no, type: ndcg_at_10
value: 28.203
verified: no, type: ndcg_at_100
value: 33.44
verified: no, type: ndcg_at_1000
value: 36.61
verified: no, type: ndcg_at_3
value: 24.648999999999997
verified: no, type: ndcg_at_5
value: 26.316
verified: no, type: precision_at_1
value: 21.129
verified: no, type: precision_at_10
value: 5.055
verified: no, type: precision_at_100
value: 0.909
verified: no, type: precision_at_1000
value: 0.13699999999999998
verified: no, type: precision_at_3
value: 11.666
verified: no, type: precision_at_5
value: 8.3
verified: no, type: recall_at_1
value: 17.427999999999997
verified: no, type: recall_at_10
value: 36.923
verified: no, type: recall_at_100
value: 60.606
verified: no, type: recall_at_1000
value: 83.19
verified: no, type: recall_at_3
value: 26.845000000000002
verified: no, type: recall_at_5
value: 31.247000000000003
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.457000000000004
verified: no, type: map_at_10
value: 35.228
verified: no, type: map_at_100
value: 36.475
verified: no, type: map_at_1000
value: 36.585
verified: no, type: map_at_3
value: 32.444
verified: no, type: map_at_5
value: 34.046
verified: no, type: mrr_at_1
value: 30.784
verified: no, type: mrr_at_10
value: 39.133
verified: no, type: mrr_at_100
value: 40.11
verified: no, type: mrr_at_1000
value: 40.169
verified: no, type: mrr_at_3
value: 36.692
verified: no, type: mrr_at_5
value: 38.17
verified: no, type: ndcg_at_1
value: 30.784
verified: no, type: ndcg_at_10
value: 40.358
verified: no, type: ndcg_at_100
value: 46.119
verified: no, type: ndcg_at_1000
value: 48.428
verified: no, type: ndcg_at_3
value: 35.504000000000005
verified: no, type: ndcg_at_5
value: 37.864
verified: no, type: precision_at_1
value: 30.784
verified: no, type: precision_at_10
value: 6.800000000000001
verified: no, type: precision_at_100
value: 1.083
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 15.920000000000002
verified: no, type: precision_at_5
value: 11.437
verified: no, type: recall_at_1
value: 26.457000000000004
verified: no, type: recall_at_10
value: 51.845
verified: no, type: recall_at_100
value: 77.046
verified: no, type: recall_at_1000
value: 92.892
verified: no, type: recall_at_3
value: 38.89
verified: no, type: recall_at_5
value: 44.688
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 29.378999999999998
verified: no, type: map_at_10
value: 37.373
verified: no, type: map_at_100
value: 39.107
verified: no, type: map_at_1000
value: 39.317
verified: no, type: map_at_3
value: 34.563
verified: no, type: map_at_5
value: 36.173
verified: no, type: mrr_at_1
value: 35.178
verified: no, type: mrr_at_10
value: 42.44
verified: no, type: mrr_at_100
value: 43.434
verified: no, type: mrr_at_1000
value: 43.482
verified: no, type: mrr_at_3
value: 39.987
verified: no, type: mrr_at_5
value: 41.370000000000005
verified: no, type: ndcg_at_1
value: 35.178
verified: no, type: ndcg_at_10
value: 42.82
verified: no, type: ndcg_at_100
value: 48.935
verified: no, type: ndcg_at_1000
value: 51.28
verified: no, type: ndcg_at_3
value: 38.562999999999995
verified: no, type: ndcg_at_5
value: 40.687
verified: no, type: precision_at_1
value: 35.178
verified: no, type: precision_at_10
value: 7.945
verified: no, type: precision_at_100
value: 1.524
verified: no, type: precision_at_1000
value: 0.242
verified: no, type: precision_at_3
value: 17.721
verified: no, type: precision_at_5
value: 12.925
verified: no, type: recall_at_1
value: 29.378999999999998
verified: no, type: recall_at_10
value: 52.141999999999996
verified: no, type: recall_at_100
value: 79.49000000000001
verified: no, type: recall_at_1000
value: 93.782
verified: no, type: recall_at_3
value: 39.579
verified: no, type: recall_at_5
value: 45.462
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.814999999999998
verified: no, type: map_at_10
value: 27.383999999999997
verified: no, type: map_at_100
value: 28.483999999999998
verified: no, type: map_at_1000
value: 28.585
verified: no, type: map_at_3
value: 24.807000000000002
verified: no, type: map_at_5
value: 26.485999999999997
verified: no, type: mrr_at_1
value: 21.996
verified: no, type: mrr_at_10
value: 29.584
verified: no, type: mrr_at_100
value: 30.611
verified: no, type: mrr_at_1000
value: 30.684
verified: no, type: mrr_at_3
value: 27.11
verified: no, type: mrr_at_5
value: 28.746
verified: no, type: ndcg_at_1
value: 21.996
verified: no, type: ndcg_at_10
value: 32.024
verified: no, type: ndcg_at_100
value: 37.528
verified: no, type: ndcg_at_1000
value: 40.150999999999996
verified: no, type: ndcg_at_3
value: 27.016000000000002
verified: no, type: ndcg_at_5
value: 29.927999999999997
verified: no, type: precision_at_1
value: 21.996
verified: no, type: precision_at_10
value: 5.102
verified: no, type: precision_at_100
value: 0.856
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 11.583
verified: no, type: precision_at_5
value: 8.577
verified: no, type: recall_at_1
value: 19.814999999999998
verified: no, type: recall_at_10
value: 44.239
verified: no, type: recall_at_100
value: 69.269
verified: no, type: recall_at_1000
value: 89.216
verified: no, type: recall_at_3
value: 31.102999999999998
verified: no, type: recall_at_5
value: 38.078
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 11.349
verified: no, type: map_at_10
value: 19.436
verified: no, type: map_at_100
value: 21.282999999999998
verified: no, type: map_at_1000
value: 21.479
verified: no, type: map_at_3
value: 15.841
verified: no, type: map_at_5
value: 17.558
verified: no, type: mrr_at_1
value: 25.863000000000003
verified: no, type: mrr_at_10
value: 37.218
verified: no, type: mrr_at_100
value: 38.198
verified: no, type: mrr_at_1000
value: 38.236
verified: no, type: mrr_at_3
value: 33.409
verified: no, type: mrr_at_5
value: 35.602000000000004
verified: no, type: ndcg_at_1
value: 25.863000000000003
verified: no, type: ndcg_at_10
value: 27.953
verified: no, type: ndcg_at_100
value: 35.327
verified: no, type: ndcg_at_1000
value: 38.708999999999996
verified: no, type: ndcg_at_3
value: 21.985
verified: no, type: ndcg_at_5
value: 23.957
verified: no, type: precision_at_1
value: 25.863000000000003
verified: no, type: precision_at_10
value: 8.99
verified: no, type: precision_at_100
value: 1.6889999999999998
verified: no, type: precision_at_1000
value: 0.232
verified: no, type: precision_at_3
value: 16.308
verified: no, type: precision_at_5
value: 12.912
verified: no, type: recall_at_1
value: 11.349
verified: no, type: recall_at_10
value: 34.581
verified: no, type: recall_at_100
value: 60.178
verified: no, type: recall_at_1000
value: 78.88199999999999
verified: no, type: recall_at_3
value: 20.041999999999998
verified: no, type: recall_at_5
value: 25.458
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 7.893
verified: no, type: map_at_10
value: 15.457
verified: no, type: map_at_100
value: 20.905
verified: no, type: map_at_1000
value: 22.116
verified: no, type: map_at_3
value: 11.593
verified: no, type: map_at_5
value: 13.134
verified: no, type: mrr_at_1
value: 57.49999999999999
verified: no, type: mrr_at_10
value: 65.467
verified: no, type: mrr_at_100
value: 66.022
verified: no, type: mrr_at_1000
value: 66.039
verified: no, type: mrr_at_3
value: 63.458000000000006
verified: no, type: mrr_at_5
value: 64.546
verified: no, type: ndcg_at_1
value: 45.875
verified: no, type: ndcg_at_10
value: 33.344
verified: no, type: ndcg_at_100
value: 36.849
verified: no, type: ndcg_at_1000
value: 44.03
verified: no, type: ndcg_at_3
value: 37.504
verified: no, type: ndcg_at_5
value: 34.892
verified: no, type: precision_at_1
value: 57.49999999999999
verified: no, type: precision_at_10
value: 25.95
verified: no, type: precision_at_100
value: 7.89
verified: no, type: precision_at_1000
value: 1.669
verified: no, type: precision_at_3
value: 40.333000000000006
verified: no, type: precision_at_5
value: 33.050000000000004
verified: no, type: recall_at_1
value: 7.893
verified: no, type: recall_at_10
value: 20.724999999999998
verified: no, type: recall_at_100
value: 42.516
verified: no, type: recall_at_1000
value: 65.822
verified: no, type: recall_at_3
value: 12.615000000000002
verified: no, type: recall_at_5
value: 15.482000000000001
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 51.760000000000005
verified: no, type: f1
value: 45.51690565701713
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 53.882
verified: no, type: map_at_10
value: 65.902
verified: no, type: map_at_100
value: 66.33
verified: no, type: map_at_1000
value: 66.348
verified: no, type: map_at_3
value: 63.75999999999999
verified: no, type: map_at_5
value: 65.181
verified: no, type: mrr_at_1
value: 58.041
verified: no, type: mrr_at_10
value: 70.133
verified: no, type: mrr_at_100
value: 70.463
verified: no, type: mrr_at_1000
value: 70.47
verified: no, type: mrr_at_3
value: 68.164
verified: no, type: mrr_at_5
value: 69.465
verified: no, type: ndcg_at_1
value: 58.041
verified: no, type: ndcg_at_10
value: 71.84700000000001
verified: no, type: ndcg_at_100
value: 73.699
verified: no, type: ndcg_at_1000
value: 74.06700000000001
verified: no, type: ndcg_at_3
value: 67.855
verified: no, type: ndcg_at_5
value: 70.203
verified: no, type: precision_at_1
value: 58.041
verified: no, type: precision_at_10
value: 9.427000000000001
verified: no, type: precision_at_100
value: 1.049
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 27.278000000000002
verified: no, type: precision_at_5
value: 17.693
verified: no, type: recall_at_1
value: 53.882
verified: no, type: recall_at_10
value: 85.99
verified: no, type: recall_at_100
value: 94.09100000000001
verified: no, type: recall_at_1000
value: 96.612
verified: no, type: recall_at_3
value: 75.25
verified: no, type: recall_at_5
value: 80.997
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.165
verified: no, type: map_at_10
value: 31.845000000000002
verified: no, type: map_at_100
value: 33.678999999999995
verified: no, type: map_at_1000
value: 33.878
verified: no, type: map_at_3
value: 27.881
verified: no, type: map_at_5
value: 30.049999999999997
verified: no, type: mrr_at_1
value: 38.272
verified: no, type: mrr_at_10
value: 47.04
verified: no, type: mrr_at_100
value: 47.923
verified: no, type: mrr_at_1000
value: 47.973
verified: no, type: mrr_at_3
value: 44.985
verified: no, type: mrr_at_5
value: 46.150000000000006
verified: no, type: ndcg_at_1
value: 38.272
verified: no, type: ndcg_at_10
value: 39.177
verified: no, type: ndcg_at_100
value: 45.995000000000005
verified: no, type: ndcg_at_1000
value: 49.312
verified: no, type: ndcg_at_3
value: 36.135
verified: no, type: ndcg_at_5
value: 36.936
verified: no, type: precision_at_1
value: 38.272
verified: no, type: precision_at_10
value: 10.926
verified: no, type: precision_at_100
value: 1.809
verified: no, type: precision_at_1000
value: 0.23700000000000002
verified: no, type: precision_at_3
value: 24.331
verified: no, type: precision_at_5
value: 17.747
verified: no, type: recall_at_1
value: 19.165
verified: no, type: recall_at_10
value: 45.103
verified: no, type: recall_at_100
value: 70.295
verified: no, type: recall_at_1000
value: 90.592
verified: no, type: recall_at_3
value: 32.832
verified: no, type: recall_at_5
value: 37.905
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.397
verified: no, type: map_at_10
value: 44.83
verified: no, type: map_at_100
value: 45.716
verified: no, type: map_at_1000
value: 45.797
verified: no, type: map_at_3
value: 41.955999999999996
verified: no, type: map_at_5
value: 43.736999999999995
verified: no, type: mrr_at_1
value: 64.794
verified: no, type: mrr_at_10
value: 71.866
verified: no, type: mrr_at_100
value: 72.22
verified: no, type: mrr_at_1000
value: 72.238
verified: no, type: mrr_at_3
value: 70.416
verified: no, type: mrr_at_5
value: 71.304
verified: no, type: ndcg_at_1
value: 64.794
verified: no, type: ndcg_at_10
value: 54.186
verified: no, type: ndcg_at_100
value: 57.623000000000005
verified: no, type: ndcg_at_1000
value: 59.302
verified: no, type: ndcg_at_3
value: 49.703
verified: no, type: ndcg_at_5
value: 52.154999999999994
verified: no, type: precision_at_1
value: 64.794
verified: no, type: precision_at_10
value: 11.219
verified: no, type: precision_at_100
value: 1.394
verified: no, type: precision_at_1000
value: 0.16199999999999998
verified: no, type: precision_at_3
value: 30.767
verified: no, type: precision_at_5
value: 20.397000000000002
verified: no, type: recall_at_1
value: 32.397
verified: no, type: recall_at_10
value: 56.096999999999994
verified: no, type: recall_at_100
value: 69.696
verified: no, type: recall_at_1000
value: 80.88499999999999
verified: no, type: recall_at_3
value: 46.150999999999996
verified: no, type: recall_at_5
value: 50.993
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 81.1744
verified: no, type: ap
value: 75.44973697032414
verified: no, type: f1
value: 81.09901117955782
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 19.519000000000002
verified: no, type: map_at_10
value: 31.025000000000002
verified: no, type: map_at_100
value: 32.275999999999996
verified: no, type: map_at_1000
value: 32.329
verified: no, type: map_at_3
value: 27.132
verified: no, type: map_at_5
value: 29.415999999999997
verified: no, type: mrr_at_1
value: 20.115
verified: no, type: mrr_at_10
value: 31.569000000000003
verified: no, type: mrr_at_100
value: 32.768
verified: no, type: mrr_at_1000
value: 32.816
verified: no, type: mrr_at_3
value: 27.748
verified: no, type: mrr_at_5
value: 29.956
verified: no, type: ndcg_at_1
value: 20.115
verified: no, type: ndcg_at_10
value: 37.756
verified: no, type: ndcg_at_100
value: 43.858000000000004
verified: no, type: ndcg_at_1000
value: 45.199
verified: no, type: ndcg_at_3
value: 29.818
verified: no, type: ndcg_at_5
value: 33.875
verified: no, type: precision_at_1
value: 20.115
verified: no, type: precision_at_10
value: 6.122
verified: no, type: precision_at_100
value: 0.919
verified: no, type: precision_at_1000
value: 0.10300000000000001
verified: no, type: precision_at_3
value: 12.794
verified: no, type: precision_at_5
value: 9.731
verified: no, type: recall_at_1
value: 19.519000000000002
verified: no, type: recall_at_10
value: 58.62500000000001
verified: no, type: recall_at_100
value: 86.99
verified: no, type: recall_at_1000
value: 97.268
verified: no, type: recall_at_3
value: 37.002
verified: no, type: recall_at_5
value: 46.778
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 93.71865025079799
verified: no, type: f1
value: 93.38906173610519
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 70.2576379388965
verified: no, type: f1
value: 49.20405830249464
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_intent
name: MTEB MassiveIntentClassification (en)
config: en
split: test
revision: 31efe3c427b0bae9c22cbb560b8f15491cc6bed7
metrics: type: accuracy
value: 67.48486886348351
verified: no, type: f1
value: 64.92199176095157
verified: no, task: type: Classification
dataset: type: mteb/amazon_massive_scenario
name: MTEB MassiveScenarioClassification (en)
config: en
split: test
revision: 7d571f92784cd94a019292a1f45445077d0ef634
metrics: type: accuracy
value: 72.59246805648958
verified: no, type: f1
value: 72.1222026389164
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-p2p
name: MTEB MedrxivClusteringP2P
config: default
split: test
revision: e7a26af6f3ae46b30dde8737f02c07b1505bcc73
metrics: type: v_measure
value: 30.887642595096825
verified: no, task: type: Clustering
dataset: type: mteb/medrxiv-clustering-s2s
name: MTEB MedrxivClusteringS2S
config: default
split: test
revision: 35191c8c0dca72d8ff3efcd72aa802307d469663
metrics: type: v_measure
value: 28.3764418784054
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.81544126336991
verified: no, type: mrr
value: 32.82666576268031
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.185
verified: no, type: map_at_10
value: 11.158
verified: no, type: map_at_100
value: 14.041
verified: no, type: map_at_1000
value: 15.360999999999999
verified: no, type: map_at_3
value: 8.417
verified: no, type: map_at_5
value: 9.378
verified: no, type: mrr_at_1
value: 44.582
verified: no, type: mrr_at_10
value: 53.083999999999996
verified: no, type: mrr_at_100
value: 53.787
verified: no, type: mrr_at_1000
value: 53.824000000000005
verified: no, type: mrr_at_3
value: 51.187000000000005
verified: no, type: mrr_at_5
value: 52.379
verified: no, type: ndcg_at_1
value: 42.57
verified: no, type: ndcg_at_10
value: 31.593
verified: no, type: ndcg_at_100
value: 29.093999999999998
verified: no, type: ndcg_at_1000
value: 37.909
verified: no, type: ndcg_at_3
value: 37.083
verified: no, type: ndcg_at_5
value: 34.397
verified: no, type: precision_at_1
value: 43.963
verified: no, type: precision_at_10
value: 23.498
verified: no, type: precision_at_100
value: 7.6160000000000005
verified: no, type: precision_at_1000
value: 2.032
verified: no, type: precision_at_3
value: 34.572
verified: no, type: precision_at_5
value: 29.412
verified: no, type: recall_at_1
value: 5.185
verified: no, type: recall_at_10
value: 15.234
verified: no, type: recall_at_100
value: 29.49
verified: no, type: recall_at_1000
value: 62.273999999999994
verified: no, type: recall_at_3
value: 9.55
verified: no, type: recall_at_5
value: 11.103
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 23.803
verified: no, type: map_at_10
value: 38.183
verified: no, type: map_at_100
value: 39.421
verified: no, type: map_at_1000
value: 39.464
verified: no, type: map_at_3
value: 33.835
verified: no, type: map_at_5
value: 36.327
verified: no, type: mrr_at_1
value: 26.68
verified: no, type: mrr_at_10
value: 40.439
verified: no, type: mrr_at_100
value: 41.415
verified: no, type: mrr_at_1000
value: 41.443999999999996
verified: no, type: mrr_at_3
value: 36.612
verified: no, type: mrr_at_5
value: 38.877
verified: no, type: ndcg_at_1
value: 26.68
verified: no, type: ndcg_at_10
value: 45.882
verified: no, type: ndcg_at_100
value: 51.227999999999994
verified: no, type: ndcg_at_1000
value: 52.207
verified: no, type: ndcg_at_3
value: 37.511
verified: no, type: ndcg_at_5
value: 41.749
verified: no, type: precision_at_1
value: 26.68
verified: no, type: precision_at_10
value: 7.9750000000000005
verified: no, type: precision_at_100
value: 1.0959999999999999
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 17.449
verified: no, type: precision_at_5
value: 12.897
verified: no, type: recall_at_1
value: 23.803
verified: no, type: recall_at_10
value: 67.152
verified: no, type: recall_at_100
value: 90.522
verified: no, type: recall_at_1000
value: 97.743
verified: no, type: recall_at_3
value: 45.338
verified: no, type: recall_at_5
value: 55.106
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 70.473
verified: no, type: map_at_10
value: 84.452
verified: no, type: map_at_100
value: 85.101
verified: no, type: map_at_1000
value: 85.115
verified: no, type: map_at_3
value: 81.435
verified: no, type: map_at_5
value: 83.338
verified: no, type: mrr_at_1
value: 81.19
verified: no, type: mrr_at_10
value: 87.324
verified: no, type: mrr_at_100
value: 87.434
verified: no, type: mrr_at_1000
value: 87.435
verified: no, type: mrr_at_3
value: 86.31
verified: no, type: mrr_at_5
value: 87.002
verified: no, type: ndcg_at_1
value: 81.21000000000001
verified: no, type: ndcg_at_10
value: 88.19
verified: no, type: ndcg_at_100
value: 89.44
verified: no, type: ndcg_at_1000
value: 89.526
verified: no, type: ndcg_at_3
value: 85.237
verified: no, type: ndcg_at_5
value: 86.892
verified: no, type: precision_at_1
value: 81.21000000000001
verified: no, type: precision_at_10
value: 13.417000000000002
verified: no, type: precision_at_100
value: 1.537
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 37.31
verified: no, type: precision_at_5
value: 24.59
verified: no, type: recall_at_1
value: 70.473
verified: no, type: recall_at_10
value: 95.367
verified: no, type: recall_at_100
value: 99.616
verified: no, type: recall_at_1000
value: 99.996
verified: no, type: recall_at_3
value: 86.936
verified: no, type: recall_at_5
value: 91.557
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 59.25776525253911
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering-p2p
name: MTEB RedditClusteringP2P
config: default
split: test
revision: 282350215ef01743dc01b456c7f5241fa8937f16
metrics: type: v_measure
value: 63.22135271663078
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 4.003
verified: no, type: map_at_10
value: 10.062999999999999
verified: no, type: map_at_100
value: 11.854000000000001
verified: no, type: map_at_1000
value: 12.145999999999999
verified: no, type: map_at_3
value: 7.242
verified: no, type: map_at_5
value: 8.652999999999999
verified: no, type: mrr_at_1
value: 19.7
verified: no, type: mrr_at_10
value: 29.721999999999998
verified: no, type: mrr_at_100
value: 30.867
verified: no, type: mrr_at_1000
value: 30.944
verified: no, type: mrr_at_3
value: 26.683
verified: no, type: mrr_at_5
value: 28.498
verified: no, type: ndcg_at_1
value: 19.7
verified: no, type: ndcg_at_10
value: 17.095
verified: no, type: ndcg_at_100
value: 24.375
verified: no, type: ndcg_at_1000
value: 29.831000000000003
verified: no, type: ndcg_at_3
value: 16.305
verified: no, type: ndcg_at_5
value: 14.291
verified: no, type: precision_at_1
value: 19.7
verified: no, type: precision_at_10
value: 8.799999999999999
verified: no, type: precision_at_100
value: 1.9349999999999998
verified: no, type: precision_at_1000
value: 0.32399999999999995
verified: no, type: precision_at_3
value: 15.2
verified: no, type: precision_at_5
value: 12.540000000000001
verified: no, type: recall_at_1
value: 4.003
verified: no, type: recall_at_10
value: 17.877000000000002
verified: no, type: recall_at_100
value: 39.217
verified: no, type: recall_at_1000
value: 65.862
verified: no, type: recall_at_3
value: 9.242
verified: no, type: recall_at_5
value: 12.715000000000002
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_spearman
value: 80.25888668589654
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_spearman
value: 77.02037527837669
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_spearman
value: 86.58432681008449
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_spearman
value: 81.31697756099051
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_spearman
value: 88.18867599667057
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_spearman
value: 84.87853941747623
verified: no, task: type: STS
dataset: type: mteb/sts17-crosslingual-sts
name: MTEB STS17 (en-en)
config: en-en
split: test
revision: af5e6fb845001ecf41f4c1e033ce921939a2a68d
metrics: type: cos_sim_spearman
value: 89.46479925383916
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_spearman
value: 66.45272113649146
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_spearman
value: 86.43357313527851
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 78.82761687254882
verified: no, type: mrr
value: 93.46223674655047
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 44.583
verified: no, type: map_at_10
value: 52.978
verified: no, type: map_at_100
value: 53.803
verified: no, type: map_at_1000
value: 53.839999999999996
verified: no, type: map_at_3
value: 50.03300000000001
verified: no, type: map_at_5
value: 51.939
verified: no, type: mrr_at_1
value: 47
verified: no, type: mrr_at_10
value: 54.730000000000004
verified: no, type: mrr_at_100
value: 55.31399999999999
verified: no, type: mrr_at_1000
value: 55.346
verified: no, type: mrr_at_3
value: 52
verified: no, type: mrr_at_5
value: 53.783
verified: no, type: ndcg_at_1
value: 47
verified: no, type: ndcg_at_10
value: 57.82899999999999
verified: no, type: ndcg_at_100
value: 61.49400000000001
verified: no, type: ndcg_at_1000
value: 62.676
verified: no, type: ndcg_at_3
value: 52.373000000000005
verified: no, type: ndcg_at_5
value: 55.481
verified: no, type: precision_at_1
value: 47
verified: no, type: precision_at_10
value: 7.867
verified: no, type: precision_at_100
value: 0.997
verified: no, type: precision_at_1000
value: 0.11
verified: no, type: precision_at_3
value: 20.556
verified: no, type: precision_at_5
value: 14.066999999999998
verified: no, type: recall_at_1
value: 44.583
verified: no, type: recall_at_10
value: 71.172
verified: no, type: recall_at_100
value: 87.7
verified: no, type: recall_at_1000
value: 97.333
verified: no, type: recall_at_3
value: 56.511
verified: no, type: recall_at_5
value: 64.206
verified: no, task: type: PairClassification
dataset: type: mteb/sprintduplicatequestions-pairclassification
name: MTEB SprintDuplicateQuestions
config: default
split: test
revision: d66bd1f72af766a5cc4b0ca5e00c162f89e8cc46
metrics: type: cos_sim_accuracy
value: 99.66237623762376
verified: no, type: cos_sim_ap
value: 90.35465126226322
verified: no, type: cos_sim_f1
value: 82.44575936883628
verified: no, type: cos_sim_precision
value: 81.32295719844358
verified: no, type: cos_sim_recall
value: 83.6
verified: no, type: dot_accuracy
value: 99.66237623762376
verified: no, type: dot_ap
value: 90.35464287920453
verified: no, type: dot_f1
value: 82.44575936883628
verified: no, type: dot_precision
value: 81.32295719844358
verified: no, type: dot_recall
value: 83.6
verified: no, type: euclidean_accuracy
value: 99.66237623762376
verified: no, type: euclidean_ap
value: 90.3546512622632
verified: no, type: euclidean_f1
value: 82.44575936883628
verified: no, type: euclidean_precision
value: 81.32295719844358
verified: no, type: euclidean_recall
value: 83.6
verified: no, type: manhattan_accuracy
value: 99.65940594059406
verified: no, type: manhattan_ap
value: 90.29220174849843
verified: no, type: manhattan_f1
value: 82.4987605354487
verified: no, type: manhattan_precision
value: 81.80924287118977
verified: no, type: manhattan_recall
value: 83.2
verified: no, type: max_accuracy
value: 99.66237623762376
verified: no, type: max_ap
value: 90.35465126226322
verified: no, type: max_f1
value: 82.4987605354487
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 65.0394225901397
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering-p2p
name: MTEB StackExchangeClusteringP2P
config: default
split: test
revision: 815ca46b2622cec33ccafc3735d572c266efdb44
metrics: type: v_measure
value: 35.27954189859326
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 50.99055979974896
verified: no, type: mrr
value: 51.82745257193787
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.21655465344237
verified: no, type: cos_sim_spearman
value: 29.853205339630172
verified: no, type: dot_pearson
value: 30.216540628083564
verified: no, type: dot_spearman
value: 29.868978894753027
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.2
verified: no, type: map_at_10
value: 1.398
verified: no, type: map_at_100
value: 7.406
verified: no, type: map_at_1000
value: 18.401
verified: no, type: map_at_3
value: 0.479
verified: no, type: map_at_5
value: 0.772
verified: no, type: mrr_at_1
value: 70
verified: no, type: mrr_at_10
value: 79.25999999999999
verified: no, type: mrr_at_100
value: 79.25999999999999
verified: no, type: mrr_at_1000
value: 79.25999999999999
verified: no, type: mrr_at_3
value: 77.333
verified: no, type: mrr_at_5
value: 78.133
verified: no, type: ndcg_at_1
value: 63
verified: no, type: ndcg_at_10
value: 58.548
verified: no, type: ndcg_at_100
value: 45.216
verified: no, type: ndcg_at_1000
value: 41.149
verified: no, type: ndcg_at_3
value: 60.641999999999996
verified: no, type: ndcg_at_5
value: 61.135
verified: no, type: precision_at_1
value: 70
verified: no, type: precision_at_10
value: 64
verified: no, type: precision_at_100
value: 46.92
verified: no, type: precision_at_1000
value: 18.642
verified: no, type: precision_at_3
value: 64.667
verified: no, type: precision_at_5
value: 66.4
verified: no, type: recall_at_1
value: 0.2
verified: no, type: recall_at_10
value: 1.6729999999999998
verified: no, type: recall_at_100
value: 10.856
verified: no, type: recall_at_1000
value: 38.964999999999996
verified: no, type: recall_at_3
value: 0.504
verified: no, type: recall_at_5
value: 0.852
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 1.6629999999999998
verified: no, type: map_at_10
value: 8.601
verified: no, type: map_at_100
value: 14.354
verified: no, type: map_at_1000
value: 15.927
verified: no, type: map_at_3
value: 4.1930000000000005
verified: no, type: map_at_5
value: 5.655
verified: no, type: mrr_at_1
value: 18.367
verified: no, type: mrr_at_10
value: 34.466
verified: no, type: mrr_at_100
value: 35.235
verified: no, type: mrr_at_1000
value: 35.27
verified: no, type: mrr_at_3
value: 28.571
verified: no, type: mrr_at_5
value: 31.531
verified: no, type: ndcg_at_1
value: 14.285999999999998
verified: no, type: ndcg_at_10
value: 20.374
verified: no, type: ndcg_at_100
value: 33.532000000000004
verified: no, type: ndcg_at_1000
value: 45.561
verified: no, type: ndcg_at_3
value: 18.442
verified: no, type: ndcg_at_5
value: 18.076
verified: no, type: precision_at_1
value: 18.367
verified: no, type: precision_at_10
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verified: no, type: precision_at_100
value: 7.489999999999999
verified: no, type: precision_at_1000
value: 1.5630000000000002
verified: no, type: precision_at_3
value: 21.769
verified: no, type: precision_at_5
value: 20.408
verified: no, type: recall_at_1
value: 1.6629999999999998
verified: no, type: recall_at_10
value: 15.549
verified: no, type: recall_at_100
value: 47.497
verified: no, type: recall_at_1000
value: 84.524
verified: no, type: recall_at_3
value: 5.289
verified: no, type: recall_at_5
value: 8.035
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 71.8194
verified: no, type: ap
value: 14.447702451658554
verified: no, type: f1
value: 55.13659412856185
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 63.310696095076416
verified: no, type: f1
value: 63.360434851097814
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 51.30677907335145
verified: no, task: type: PairClassification
dataset: type: mteb/twittersemeval2015-pairclassification
name: MTEB TwitterSemEval2015
config: default
split: test
revision: 70970daeab8776df92f5ea462b6173c0b46fd2d1
metrics: type: cos_sim_accuracy
value: 86.12386004649221
verified: no, type: cos_sim_ap
value: 73.99096426215495
verified: no, type: cos_sim_f1
value: 68.18416968442834
verified: no, type: cos_sim_precision
value: 66.86960933536275
verified: no, type: cos_sim_recall
value: 69.55145118733509
verified: no, type: dot_accuracy
value: 86.12386004649221
verified: no, type: dot_ap
value: 73.99096813038672
verified: no, type: dot_f1
value: 68.18416968442834
verified: no, type: dot_precision
value: 66.86960933536275
verified: no, type: dot_recall
value: 69.55145118733509
verified: no, type: euclidean_accuracy
value: 86.12386004649221
verified: no, type: euclidean_ap
value: 73.99095984980165
verified: no, type: euclidean_f1
value: 68.18416968442834
verified: no, type: euclidean_precision
value: 66.86960933536275
verified: no, type: euclidean_recall
value: 69.55145118733509
verified: no, type: manhattan_accuracy
value: 86.09405734040651
verified: no, type: manhattan_ap
value: 73.96825745608601
verified: no, type: manhattan_f1
value: 68.13888179729383
verified: no, type: manhattan_precision
value: 65.99901088031652
verified: no, type: manhattan_recall
value: 70.42216358839049
verified: no, type: max_accuracy
value: 86.12386004649221
verified: no, type: max_ap
value: 73.99096813038672
verified: no, type: max_f1
value: 68.18416968442834
verified: no, task: type: PairClassification
dataset: type: mteb/twitterurlcorpus-pairclassification
name: MTEB TwitterURLCorpus
config: default
split: test
revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf
metrics: type: cos_sim_accuracy
value: 88.99367407924865
verified: no, type: cos_sim_ap
value: 86.19720829843081
verified: no, type: cos_sim_f1
value: 78.39889075384951
verified: no, type: cos_sim_precision
value: 74.5110278818144
verified: no, type: cos_sim_recall
value: 82.71481367416075
verified: no, type: dot_accuracy
value: 88.99367407924865
verified: no, type: dot_ap
value: 86.19718471454047
verified: no, type: dot_f1
value: 78.39889075384951
verified: no, type: dot_precision
value: 74.5110278818144
verified: no, type: dot_recall
value: 82.71481367416075
verified: no, type: euclidean_accuracy
value: 88.99367407924865
verified: no, type: euclidean_ap
value: 86.1972021422436
verified: no, type: euclidean_f1
value: 78.39889075384951
verified: no, type: euclidean_precision
value: 74.5110278818144
verified: no, type: euclidean_recall
value: 82.71481367416075
verified: no, type: manhattan_accuracy
value: 88.95680521597392
verified: no, type: manhattan_ap
value: 86.16659921351506
verified: no, type: manhattan_f1
value: 78.39125971550081
verified: no, type: manhattan_precision
value: 74.82502799552073
verified: no, type: manhattan_recall
value: 82.31444410224823
verified: no, type: max_accuracy
value: 88.99367407924865
verified: no, type: max_ap
value: 86.19720829843081
verified: no, type: max_f1
value: 78.39889075384951
verified: no
Likes: 119 | All-time downloads: 730396
Created: 2022-12-20 05:59:40