Model: parasail-ai/GritLM-7B-vllm
Author: parasail-ai
Pipeline: text-generation
Tags: pytorch, safetensors, mistral, mteb, vllm, text-generation, conversational, custom_code, dataset:GritLM/tulu2, arxiv:2402.09906, license:apache-2.0, model-index, region:us
Card metadata: pipeline_tag: text-generation
inference: yes
license: apache-2.0
datasets: GritLM/tulu2
tags: mteb, vllm
model-index: name: GritLM-7B
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 81.17910447761194
verified: no, type: ap
value: 46.26260671758199
verified: no, type: f1
value: 75.44565719934167
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 96.5161
verified: no, type: ap
value: 94.79131981460425
verified: no, type: f1
value: 96.51506148413065
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: 57.806000000000004
verified: no, type: f1
value: 56.78350156257903
verified: no, task: type: Retrieval
dataset: type: arguana
name: MTEB ArguAna
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.478
verified: no, type: map_at_10
value: 54.955
verified: no, type: map_at_100
value: 54.955
verified: no, type: map_at_1000
value: 54.955
verified: no, type: map_at_3
value: 50.888999999999996
verified: no, type: map_at_5
value: 53.349999999999994
verified: no, type: mrr_at_1
value: 39.757999999999996
verified: no, type: mrr_at_10
value: 55.449000000000005
verified: no, type: mrr_at_100
value: 55.449000000000005
verified: no, type: mrr_at_1000
value: 55.449000000000005
verified: no, type: mrr_at_3
value: 51.37500000000001
verified: no, type: mrr_at_5
value: 53.822
verified: no, type: ndcg_at_1
value: 38.478
verified: no, type: ndcg_at_10
value: 63.239999999999995
verified: no, type: ndcg_at_100
value: 63.239999999999995
verified: no, type: ndcg_at_1000
value: 63.239999999999995
verified: no, type: ndcg_at_3
value: 54.935
verified: no, type: ndcg_at_5
value: 59.379000000000005
verified: no, type: precision_at_1
value: 38.478
verified: no, type: precision_at_10
value: 8.933
verified: no, type: precision_at_100
value: 0.893
verified: no, type: precision_at_1000
value: 0.089
verified: no, type: precision_at_3
value: 22.214
verified: no, type: precision_at_5
value: 15.491
verified: no, type: recall_at_1
value: 38.478
verified: no, type: recall_at_10
value: 89.331
verified: no, type: recall_at_100
value: 89.331
verified: no, type: recall_at_1000
value: 89.331
verified: no, type: recall_at_3
value: 66.643
verified: no, type: recall_at_5
value: 77.45400000000001
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: 51.67144081472449
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: 48.11256154264126
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 67.33801955487878
verified: no, type: mrr
value: 80.71549487754474
verified: no, task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 88.1935203751726
verified: no, type: cos_sim_spearman
value: 86.35497970498659
verified: no, type: euclidean_pearson
value: 85.46910708503744
verified: no, type: euclidean_spearman
value: 85.13928935405485
verified: no, type: manhattan_pearson
value: 85.68373836333303
verified: no, type: manhattan_spearman
value: 85.40013867117746
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 88.46753246753248
verified: no, type: f1
value: 88.43006344981134
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: 40.86793640310432
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: 39.80291334130727
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.421
verified: no, type: map_at_10
value: 52.349000000000004
verified: no, type: map_at_100
value: 52.349000000000004
verified: no, type: map_at_1000
value: 52.349000000000004
verified: no, type: map_at_3
value: 48.17
verified: no, type: map_at_5
value: 50.432
verified: no, type: mrr_at_1
value: 47.353
verified: no, type: mrr_at_10
value: 58.387
verified: no, type: mrr_at_100
value: 58.387
verified: no, type: mrr_at_1000
value: 58.387
verified: no, type: mrr_at_3
value: 56.199
verified: no, type: mrr_at_5
value: 57.487
verified: no, type: ndcg_at_1
value: 47.353
verified: no, type: ndcg_at_10
value: 59.202
verified: no, type: ndcg_at_100
value: 58.848
verified: no, type: ndcg_at_1000
value: 58.831999999999994
verified: no, type: ndcg_at_3
value: 54.112
verified: no, type: ndcg_at_5
value: 56.312
verified: no, type: precision_at_1
value: 47.353
verified: no, type: precision_at_10
value: 11.459
verified: no, type: precision_at_100
value: 1.146
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 26.133
verified: no, type: precision_at_5
value: 18.627
verified: no, type: recall_at_1
value: 38.421
verified: no, type: recall_at_10
value: 71.89
verified: no, type: recall_at_100
value: 71.89
verified: no, type: recall_at_1000
value: 71.89
verified: no, type: recall_at_3
value: 56.58
verified: no, type: recall_at_5
value: 63.125
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 38.025999999999996
verified: no, type: map_at_10
value: 50.590999999999994
verified: no, type: map_at_100
value: 51.99700000000001
verified: no, type: map_at_1000
value: 52.11599999999999
verified: no, type: map_at_3
value: 47.435
verified: no, type: map_at_5
value: 49.236000000000004
verified: no, type: mrr_at_1
value: 48.28
verified: no, type: mrr_at_10
value: 56.814
verified: no, type: mrr_at_100
value: 57.446
verified: no, type: mrr_at_1000
value: 57.476000000000006
verified: no, type: mrr_at_3
value: 54.958
verified: no, type: mrr_at_5
value: 56.084999999999994
verified: no, type: ndcg_at_1
value: 48.28
verified: no, type: ndcg_at_10
value: 56.442
verified: no, type: ndcg_at_100
value: 60.651999999999994
verified: no, type: ndcg_at_1000
value: 62.187000000000005
verified: no, type: ndcg_at_3
value: 52.866
verified: no, type: ndcg_at_5
value: 54.515
verified: no, type: precision_at_1
value: 48.28
verified: no, type: precision_at_10
value: 10.586
verified: no, type: precision_at_100
value: 1.6310000000000002
verified: no, type: precision_at_1000
value: 0.20600000000000002
verified: no, type: precision_at_3
value: 25.945
verified: no, type: precision_at_5
value: 18.076
verified: no, type: recall_at_1
value: 38.025999999999996
verified: no, type: recall_at_10
value: 66.11399999999999
verified: no, type: recall_at_100
value: 83.339
verified: no, type: recall_at_1000
value: 92.413
verified: no, type: recall_at_3
value: 54.493
verified: no, type: recall_at_5
value: 59.64699999999999
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 47.905
verified: no, type: map_at_10
value: 61.58
verified: no, type: map_at_100
value: 62.605
verified: no, type: map_at_1000
value: 62.637
verified: no, type: map_at_3
value: 58.074000000000005
verified: no, type: map_at_5
value: 60.260000000000005
verified: no, type: mrr_at_1
value: 54.42
verified: no, type: mrr_at_10
value: 64.847
verified: no, type: mrr_at_100
value: 65.403
verified: no, type: mrr_at_1000
value: 65.41900000000001
verified: no, type: mrr_at_3
value: 62.675000000000004
verified: no, type: mrr_at_5
value: 64.101
verified: no, type: ndcg_at_1
value: 54.42
verified: no, type: ndcg_at_10
value: 67.394
verified: no, type: ndcg_at_100
value: 70.846
verified: no, type: ndcg_at_1000
value: 71.403
verified: no, type: ndcg_at_3
value: 62.025
verified: no, type: ndcg_at_5
value: 65.032
verified: no, type: precision_at_1
value: 54.42
verified: no, type: precision_at_10
value: 10.646
verified: no, type: precision_at_100
value: 1.325
verified: no, type: precision_at_1000
value: 0.13999999999999999
verified: no, type: precision_at_3
value: 27.398
verified: no, type: precision_at_5
value: 18.796
verified: no, type: recall_at_1
value: 47.905
verified: no, type: recall_at_10
value: 80.84599999999999
verified: no, type: recall_at_100
value: 95.078
verified: no, type: recall_at_1000
value: 98.878
verified: no, type: recall_at_3
value: 67.05600000000001
verified: no, type: recall_at_5
value: 74.261
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 30.745
verified: no, type: map_at_10
value: 41.021
verified: no, type: map_at_100
value: 41.021
verified: no, type: map_at_1000
value: 41.021
verified: no, type: map_at_3
value: 37.714999999999996
verified: no, type: map_at_5
value: 39.766
verified: no, type: mrr_at_1
value: 33.559
verified: no, type: mrr_at_10
value: 43.537
verified: no, type: mrr_at_100
value: 43.537
verified: no, type: mrr_at_1000
value: 43.537
verified: no, type: mrr_at_3
value: 40.546
verified: no, type: mrr_at_5
value: 42.439
verified: no, type: ndcg_at_1
value: 33.559
verified: no, type: ndcg_at_10
value: 46.781
verified: no, type: ndcg_at_100
value: 46.781
verified: no, type: ndcg_at_1000
value: 46.781
verified: no, type: ndcg_at_3
value: 40.516000000000005
verified: no, type: ndcg_at_5
value: 43.957
verified: no, type: precision_at_1
value: 33.559
verified: no, type: precision_at_10
value: 7.198
verified: no, type: precision_at_100
value: 0.72
verified: no, type: precision_at_1000
value: 0.07200000000000001
verified: no, type: precision_at_3
value: 17.1
verified: no, type: precision_at_5
value: 12.316
verified: no, type: recall_at_1
value: 30.745
verified: no, type: recall_at_10
value: 62.038000000000004
verified: no, type: recall_at_100
value: 62.038000000000004
verified: no, type: recall_at_1000
value: 62.038000000000004
verified: no, type: recall_at_3
value: 45.378
verified: no, type: recall_at_5
value: 53.580000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 19.637999999999998
verified: no, type: map_at_10
value: 31.05
verified: no, type: map_at_100
value: 31.05
verified: no, type: map_at_1000
value: 31.05
verified: no, type: map_at_3
value: 27.628000000000004
verified: no, type: map_at_5
value: 29.767
verified: no, type: mrr_at_1
value: 25
verified: no, type: mrr_at_10
value: 36.131
verified: no, type: mrr_at_100
value: 36.131
verified: no, type: mrr_at_1000
value: 36.131
verified: no, type: mrr_at_3
value: 33.333
verified: no, type: mrr_at_5
value: 35.143
verified: no, type: ndcg_at_1
value: 25
verified: no, type: ndcg_at_10
value: 37.478
verified: no, type: ndcg_at_100
value: 37.469
verified: no, type: ndcg_at_1000
value: 37.469
verified: no, type: ndcg_at_3
value: 31.757999999999996
verified: no, type: ndcg_at_5
value: 34.821999999999996
verified: no, type: precision_at_1
value: 25
verified: no, type: precision_at_10
value: 7.188999999999999
verified: no, type: precision_at_100
value: 0.719
verified: no, type: precision_at_1000
value: 0.07200000000000001
verified: no, type: precision_at_3
value: 15.837000000000002
verified: no, type: precision_at_5
value: 11.841
verified: no, type: recall_at_1
value: 19.637999999999998
verified: no, type: recall_at_10
value: 51.836000000000006
verified: no, type: recall_at_100
value: 51.836000000000006
verified: no, type: recall_at_1000
value: 51.836000000000006
verified: no, type: recall_at_3
value: 36.384
verified: no, type: recall_at_5
value: 43.964
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 34.884
verified: no, type: map_at_10
value: 47.88
verified: no, type: map_at_100
value: 47.88
verified: no, type: map_at_1000
value: 47.88
verified: no, type: map_at_3
value: 43.85
verified: no, type: map_at_5
value: 46.414
verified: no, type: mrr_at_1
value: 43.022
verified: no, type: mrr_at_10
value: 53.569
verified: no, type: mrr_at_100
value: 53.569
verified: no, type: mrr_at_1000
value: 53.569
verified: no, type: mrr_at_3
value: 51.075
verified: no, type: mrr_at_5
value: 52.725
verified: no, type: ndcg_at_1
value: 43.022
verified: no, type: ndcg_at_10
value: 54.461000000000006
verified: no, type: ndcg_at_100
value: 54.388000000000005
verified: no, type: ndcg_at_1000
value: 54.388000000000005
verified: no, type: ndcg_at_3
value: 48.864999999999995
verified: no, type: ndcg_at_5
value: 52.032000000000004
verified: no, type: precision_at_1
value: 43.022
verified: no, type: precision_at_10
value: 9.885
verified: no, type: precision_at_100
value: 0.988
verified: no, type: precision_at_1000
value: 0.099
verified: no, type: precision_at_3
value: 23.612
verified: no, type: precision_at_5
value: 16.997
verified: no, type: recall_at_1
value: 34.884
verified: no, type: recall_at_10
value: 68.12899999999999
verified: no, type: recall_at_100
value: 68.12899999999999
verified: no, type: recall_at_1000
value: 68.12899999999999
verified: no, type: recall_at_3
value: 52.428
verified: no, type: recall_at_5
value: 60.662000000000006
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.588
verified: no, type: map_at_10
value: 43.85
verified: no, type: map_at_100
value: 45.317
verified: no, type: map_at_1000
value: 45.408
verified: no, type: map_at_3
value: 39.73
verified: no, type: map_at_5
value: 42.122
verified: no, type: mrr_at_1
value: 38.927
verified: no, type: mrr_at_10
value: 49.582
verified: no, type: mrr_at_100
value: 50.39
verified: no, type: mrr_at_1000
value: 50.426
verified: no, type: mrr_at_3
value: 46.518
verified: no, type: mrr_at_5
value: 48.271
verified: no, type: ndcg_at_1
value: 38.927
verified: no, type: ndcg_at_10
value: 50.605999999999995
verified: no, type: ndcg_at_100
value: 56.22200000000001
verified: no, type: ndcg_at_1000
value: 57.724
verified: no, type: ndcg_at_3
value: 44.232
verified: no, type: ndcg_at_5
value: 47.233999999999995
verified: no, type: precision_at_1
value: 38.927
verified: no, type: precision_at_10
value: 9.429
verified: no, type: precision_at_100
value: 1.435
verified: no, type: precision_at_1000
value: 0.172
verified: no, type: precision_at_3
value: 21.271
verified: no, type: precision_at_5
value: 15.434000000000001
verified: no, type: recall_at_1
value: 31.588
verified: no, type: recall_at_10
value: 64.836
verified: no, type: recall_at_100
value: 88.066
verified: no, type: recall_at_1000
value: 97.748
verified: no, type: recall_at_3
value: 47.128
verified: no, type: recall_at_5
value: 54.954
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.956083333333336
verified: no, type: map_at_10
value: 43.33483333333333
verified: no, type: map_at_100
value: 44.64883333333333
verified: no, type: map_at_1000
value: 44.75
verified: no, type: map_at_3
value: 39.87741666666666
verified: no, type: map_at_5
value: 41.86766666666667
verified: no, type: mrr_at_1
value: 38.06341666666667
verified: no, type: mrr_at_10
value: 47.839666666666666
verified: no, type: mrr_at_100
value: 48.644000000000005
verified: no, type: mrr_at_1000
value: 48.68566666666667
verified: no, type: mrr_at_3
value: 45.26358333333334
verified: no, type: mrr_at_5
value: 46.790000000000006
verified: no, type: ndcg_at_1
value: 38.06341666666667
verified: no, type: ndcg_at_10
value: 49.419333333333334
verified: no, type: ndcg_at_100
value: 54.50166666666667
verified: no, type: ndcg_at_1000
value: 56.161166666666674
verified: no, type: ndcg_at_3
value: 43.982416666666666
verified: no, type: ndcg_at_5
value: 46.638083333333334
verified: no, type: precision_at_1
value: 38.06341666666667
verified: no, type: precision_at_10
value: 8.70858333333333
verified: no, type: precision_at_100
value: 1.327
verified: no, type: precision_at_1000
value: 0.165
verified: no, type: precision_at_3
value: 20.37816666666667
verified: no, type: precision_at_5
value: 14.516333333333334
verified: no, type: recall_at_1
value: 31.956083333333336
verified: no, type: recall_at_10
value: 62.69458333333334
verified: no, type: recall_at_100
value: 84.46433333333334
verified: no, type: recall_at_1000
value: 95.58449999999999
verified: no, type: recall_at_3
value: 47.52016666666666
verified: no, type: recall_at_5
value: 54.36066666666666
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 28.912
verified: no, type: map_at_10
value: 38.291
verified: no, type: map_at_100
value: 39.44
verified: no, type: map_at_1000
value: 39.528
verified: no, type: map_at_3
value: 35.638
verified: no, type: map_at_5
value: 37.218
verified: no, type: mrr_at_1
value: 32.822
verified: no, type: mrr_at_10
value: 41.661
verified: no, type: mrr_at_100
value: 42.546
verified: no, type: mrr_at_1000
value: 42.603
verified: no, type: mrr_at_3
value: 39.238
verified: no, type: mrr_at_5
value: 40.726
verified: no, type: ndcg_at_1
value: 32.822
verified: no, type: ndcg_at_10
value: 43.373
verified: no, type: ndcg_at_100
value: 48.638
verified: no, type: ndcg_at_1000
value: 50.654999999999994
verified: no, type: ndcg_at_3
value: 38.643
verified: no, type: ndcg_at_5
value: 41.126000000000005
verified: no, type: precision_at_1
value: 32.822
verified: no, type: precision_at_10
value: 6.8709999999999996
verified: no, type: precision_at_100
value: 1.032
verified: no, type: precision_at_1000
value: 0.128
verified: no, type: precision_at_3
value: 16.82
verified: no, type: precision_at_5
value: 11.718
verified: no, type: recall_at_1
value: 28.912
verified: no, type: recall_at_10
value: 55.376999999999995
verified: no, type: recall_at_100
value: 79.066
verified: no, type: recall_at_1000
value: 93.664
verified: no, type: recall_at_3
value: 42.569
verified: no, type: recall_at_5
value: 48.719
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 22.181
verified: no, type: map_at_10
value: 31.462
verified: no, type: map_at_100
value: 32.73
verified: no, type: map_at_1000
value: 32.848
verified: no, type: map_at_3
value: 28.57
verified: no, type: map_at_5
value: 30.182
verified: no, type: mrr_at_1
value: 27.185
verified: no, type: mrr_at_10
value: 35.846000000000004
verified: no, type: mrr_at_100
value: 36.811
verified: no, type: mrr_at_1000
value: 36.873
verified: no, type: mrr_at_3
value: 33.437
verified: no, type: mrr_at_5
value: 34.813
verified: no, type: ndcg_at_1
value: 27.185
verified: no, type: ndcg_at_10
value: 36.858000000000004
verified: no, type: ndcg_at_100
value: 42.501
verified: no, type: ndcg_at_1000
value: 44.945
verified: no, type: ndcg_at_3
value: 32.066
verified: no, type: ndcg_at_5
value: 34.29
verified: no, type: precision_at_1
value: 27.185
verified: no, type: precision_at_10
value: 6.752
verified: no, type: precision_at_100
value: 1.111
verified: no, type: precision_at_1000
value: 0.151
verified: no, type: precision_at_3
value: 15.290000000000001
verified: no, type: precision_at_5
value: 11.004999999999999
verified: no, type: recall_at_1
value: 22.181
verified: no, type: recall_at_10
value: 48.513
verified: no, type: recall_at_100
value: 73.418
verified: no, type: recall_at_1000
value: 90.306
verified: no, type: recall_at_3
value: 35.003
verified: no, type: recall_at_5
value: 40.876000000000005
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 33.934999999999995
verified: no, type: map_at_10
value: 44.727
verified: no, type: map_at_100
value: 44.727
verified: no, type: map_at_1000
value: 44.727
verified: no, type: map_at_3
value: 40.918
verified: no, type: map_at_5
value: 42.961
verified: no, type: mrr_at_1
value: 39.646
verified: no, type: mrr_at_10
value: 48.898
verified: no, type: mrr_at_100
value: 48.898
verified: no, type: mrr_at_1000
value: 48.898
verified: no, type: mrr_at_3
value: 45.896
verified: no, type: mrr_at_5
value: 47.514
verified: no, type: ndcg_at_1
value: 39.646
verified: no, type: ndcg_at_10
value: 50.817
verified: no, type: ndcg_at_100
value: 50.803
verified: no, type: ndcg_at_1000
value: 50.803
verified: no, type: ndcg_at_3
value: 44.507999999999996
verified: no, type: ndcg_at_5
value: 47.259
verified: no, type: precision_at_1
value: 39.646
verified: no, type: precision_at_10
value: 8.759
verified: no, type: precision_at_100
value: 0.876
verified: no, type: precision_at_1000
value: 0.08800000000000001
verified: no, type: precision_at_3
value: 20.274
verified: no, type: precision_at_5
value: 14.366000000000001
verified: no, type: recall_at_1
value: 33.934999999999995
verified: no, type: recall_at_10
value: 65.037
verified: no, type: recall_at_100
value: 65.037
verified: no, type: recall_at_1000
value: 65.037
verified: no, type: recall_at_3
value: 47.439
verified: no, type: recall_at_5
value: 54.567
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 32.058
verified: no, type: map_at_10
value: 43.137
verified: no, type: map_at_100
value: 43.137
verified: no, type: map_at_1000
value: 43.137
verified: no, type: map_at_3
value: 39.882
verified: no, type: map_at_5
value: 41.379
verified: no, type: mrr_at_1
value: 38.933
verified: no, type: mrr_at_10
value: 48.344
verified: no, type: mrr_at_100
value: 48.344
verified: no, type: mrr_at_1000
value: 48.344
verified: no, type: mrr_at_3
value: 45.652
verified: no, type: mrr_at_5
value: 46.877
verified: no, type: ndcg_at_1
value: 38.933
verified: no, type: ndcg_at_10
value: 49.964
verified: no, type: ndcg_at_100
value: 49.242000000000004
verified: no, type: ndcg_at_1000
value: 49.222
verified: no, type: ndcg_at_3
value: 44.605
verified: no, type: ndcg_at_5
value: 46.501999999999995
verified: no, type: precision_at_1
value: 38.933
verified: no, type: precision_at_10
value: 9.427000000000001
verified: no, type: precision_at_100
value: 0.943
verified: no, type: precision_at_1000
value: 0.094
verified: no, type: precision_at_3
value: 20.685000000000002
verified: no, type: precision_at_5
value: 14.585
verified: no, type: recall_at_1
value: 32.058
verified: no, type: recall_at_10
value: 63.074
verified: no, type: recall_at_100
value: 63.074
verified: no, type: recall_at_1000
value: 63.074
verified: no, type: recall_at_3
value: 47.509
verified: no, type: recall_at_5
value: 52.455
verified: no, task: type: Retrieval
dataset: type: BeIR/cqadupstack
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 26.029000000000003
verified: no, type: map_at_10
value: 34.646
verified: no, type: map_at_100
value: 34.646
verified: no, type: map_at_1000
value: 34.646
verified: no, type: map_at_3
value: 31.456
verified: no, type: map_at_5
value: 33.138
verified: no, type: mrr_at_1
value: 28.281
verified: no, type: mrr_at_10
value: 36.905
verified: no, type: mrr_at_100
value: 36.905
verified: no, type: mrr_at_1000
value: 36.905
verified: no, type: mrr_at_3
value: 34.011
verified: no, type: mrr_at_5
value: 35.638
verified: no, type: ndcg_at_1
value: 28.281
verified: no, type: ndcg_at_10
value: 40.159
verified: no, type: ndcg_at_100
value: 40.159
verified: no, type: ndcg_at_1000
value: 40.159
verified: no, type: ndcg_at_3
value: 33.995
verified: no, type: ndcg_at_5
value: 36.836999999999996
verified: no, type: precision_at_1
value: 28.281
verified: no, type: precision_at_10
value: 6.358999999999999
verified: no, type: precision_at_100
value: 0.636
verified: no, type: precision_at_1000
value: 0.064
verified: no, type: precision_at_3
value: 14.233
verified: no, type: precision_at_5
value: 10.314
verified: no, type: recall_at_1
value: 26.029000000000003
verified: no, type: recall_at_10
value: 55.08
verified: no, type: recall_at_100
value: 55.08
verified: no, type: recall_at_1000
value: 55.08
verified: no, type: recall_at_3
value: 38.487
verified: no, type: recall_at_5
value: 45.308
verified: no, task: type: Retrieval
dataset: type: climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 12.842999999999998
verified: no, type: map_at_10
value: 22.101000000000003
verified: no, type: map_at_100
value: 24.319
verified: no, type: map_at_1000
value: 24.51
verified: no, type: map_at_3
value: 18.372
verified: no, type: map_at_5
value: 20.323
verified: no, type: mrr_at_1
value: 27.948
verified: no, type: mrr_at_10
value: 40.321
verified: no, type: mrr_at_100
value: 41.262
verified: no, type: mrr_at_1000
value: 41.297
verified: no, type: mrr_at_3
value: 36.558
verified: no, type: mrr_at_5
value: 38.824999999999996
verified: no, type: ndcg_at_1
value: 27.948
verified: no, type: ndcg_at_10
value: 30.906
verified: no, type: ndcg_at_100
value: 38.986
verified: no, type: ndcg_at_1000
value: 42.136
verified: no, type: ndcg_at_3
value: 24.911
verified: no, type: ndcg_at_5
value: 27.168999999999997
verified: no, type: precision_at_1
value: 27.948
verified: no, type: precision_at_10
value: 9.798
verified: no, type: precision_at_100
value: 1.8399999999999999
verified: no, type: precision_at_1000
value: 0.243
verified: no, type: precision_at_3
value: 18.328
verified: no, type: precision_at_5
value: 14.502
verified: no, type: recall_at_1
value: 12.842999999999998
verified: no, type: recall_at_10
value: 37.245
verified: no, type: recall_at_100
value: 64.769
verified: no, type: recall_at_1000
value: 82.055
verified: no, type: recall_at_3
value: 23.159
verified: no, type: recall_at_5
value: 29.113
verified: no, task: type: Retrieval
dataset: type: dbpedia-entity
name: MTEB DBPedia
config: default
split: test
revision: None
metrics: type: map_at_1
value: 8.934000000000001
verified: no, type: map_at_10
value: 21.915000000000003
verified: no, type: map_at_100
value: 21.915000000000003
verified: no, type: map_at_1000
value: 21.915000000000003
verified: no, type: map_at_3
value: 14.623
verified: no, type: map_at_5
value: 17.841
verified: no, type: mrr_at_1
value: 71.25
verified: no, type: mrr_at_10
value: 78.994
verified: no, type: mrr_at_100
value: 78.994
verified: no, type: mrr_at_1000
value: 78.994
verified: no, type: mrr_at_3
value: 77.208
verified: no, type: mrr_at_5
value: 78.55799999999999
verified: no, type: ndcg_at_1
value: 60.62499999999999
verified: no, type: ndcg_at_10
value: 46.604
verified: no, type: ndcg_at_100
value: 35.653
verified: no, type: ndcg_at_1000
value: 35.531
verified: no, type: ndcg_at_3
value: 50.605
verified: no, type: ndcg_at_5
value: 48.730000000000004
verified: no, type: precision_at_1
value: 71.25
verified: no, type: precision_at_10
value: 37.75
verified: no, type: precision_at_100
value: 3.775
verified: no, type: precision_at_1000
value: 0.377
verified: no, type: precision_at_3
value: 54.417
verified: no, type: precision_at_5
value: 48.15
verified: no, type: recall_at_1
value: 8.934000000000001
verified: no, type: recall_at_10
value: 28.471000000000004
verified: no, type: recall_at_100
value: 28.471000000000004
verified: no, type: recall_at_1000
value: 28.471000000000004
verified: no, type: recall_at_3
value: 16.019
verified: no, type: recall_at_5
value: 21.410999999999998
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 52.81
verified: no, type: f1
value: 47.987573380720114
verified: no, task: type: Retrieval
dataset: type: fever
name: MTEB FEVER
config: default
split: test
revision: None
metrics: type: map_at_1
value: 66.81899999999999
verified: no, type: map_at_10
value: 78.034
verified: no, type: map_at_100
value: 78.034
verified: no, type: map_at_1000
value: 78.034
verified: no, type: map_at_3
value: 76.43100000000001
verified: no, type: map_at_5
value: 77.515
verified: no, type: mrr_at_1
value: 71.542
verified: no, type: mrr_at_10
value: 81.638
verified: no, type: mrr_at_100
value: 81.638
verified: no, type: mrr_at_1000
value: 81.638
verified: no, type: mrr_at_3
value: 80.403
verified: no, type: mrr_at_5
value: 81.256
verified: no, type: ndcg_at_1
value: 71.542
verified: no, type: ndcg_at_10
value: 82.742
verified: no, type: ndcg_at_100
value: 82.741
verified: no, type: ndcg_at_1000
value: 82.741
verified: no, type: ndcg_at_3
value: 80.039
verified: no, type: ndcg_at_5
value: 81.695
verified: no, type: precision_at_1
value: 71.542
verified: no, type: precision_at_10
value: 10.387
verified: no, type: precision_at_100
value: 1.039
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 31.447999999999997
verified: no, type: precision_at_5
value: 19.91
verified: no, type: recall_at_1
value: 66.81899999999999
verified: no, type: recall_at_10
value: 93.372
verified: no, type: recall_at_100
value: 93.372
verified: no, type: recall_at_1000
value: 93.372
verified: no, type: recall_at_3
value: 86.33
verified: no, type: recall_at_5
value: 90.347
verified: no, task: type: Retrieval
dataset: type: fiqa
name: MTEB FiQA2018
config: default
split: test
revision: None
metrics: type: map_at_1
value: 31.158
verified: no, type: map_at_10
value: 52.017
verified: no, type: map_at_100
value: 54.259
verified: no, type: map_at_1000
value: 54.367
verified: no, type: map_at_3
value: 45.738
verified: no, type: map_at_5
value: 49.283
verified: no, type: mrr_at_1
value: 57.87
verified: no, type: mrr_at_10
value: 66.215
verified: no, type: mrr_at_100
value: 66.735
verified: no, type: mrr_at_1000
value: 66.75
verified: no, type: mrr_at_3
value: 64.043
verified: no, type: mrr_at_5
value: 65.116
verified: no, type: ndcg_at_1
value: 57.87
verified: no, type: ndcg_at_10
value: 59.946999999999996
verified: no, type: ndcg_at_100
value: 66.31099999999999
verified: no, type: ndcg_at_1000
value: 67.75999999999999
verified: no, type: ndcg_at_3
value: 55.483000000000004
verified: no, type: ndcg_at_5
value: 56.891000000000005
verified: no, type: precision_at_1
value: 57.87
verified: no, type: precision_at_10
value: 16.497
verified: no, type: precision_at_100
value: 2.321
verified: no, type: precision_at_1000
value: 0.258
verified: no, type: precision_at_3
value: 37.14
verified: no, type: precision_at_5
value: 27.067999999999998
verified: no, type: recall_at_1
value: 31.158
verified: no, type: recall_at_10
value: 67.381
verified: no, type: recall_at_100
value: 89.464
verified: no, type: recall_at_1000
value: 97.989
verified: no, type: recall_at_3
value: 50.553000000000004
verified: no, type: recall_at_5
value: 57.824
verified: no, task: type: Retrieval
dataset: type: hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: None
metrics: type: map_at_1
value: 42.073
verified: no, type: map_at_10
value: 72.418
verified: no, type: map_at_100
value: 73.175
verified: no, type: map_at_1000
value: 73.215
verified: no, type: map_at_3
value: 68.791
verified: no, type: map_at_5
value: 71.19
verified: no, type: mrr_at_1
value: 84.146
verified: no, type: mrr_at_10
value: 88.994
verified: no, type: mrr_at_100
value: 89.116
verified: no, type: mrr_at_1000
value: 89.12
verified: no, type: mrr_at_3
value: 88.373
verified: no, type: mrr_at_5
value: 88.82
verified: no, type: ndcg_at_1
value: 84.146
verified: no, type: ndcg_at_10
value: 79.404
verified: no, type: ndcg_at_100
value: 81.83200000000001
verified: no, type: ndcg_at_1000
value: 82.524
verified: no, type: ndcg_at_3
value: 74.595
verified: no, type: ndcg_at_5
value: 77.474
verified: no, type: precision_at_1
value: 84.146
verified: no, type: precision_at_10
value: 16.753999999999998
verified: no, type: precision_at_100
value: 1.8599999999999999
verified: no, type: precision_at_1000
value: 0.19499999999999998
verified: no, type: precision_at_3
value: 48.854
verified: no, type: precision_at_5
value: 31.579
verified: no, type: recall_at_1
value: 42.073
verified: no, type: recall_at_10
value: 83.768
verified: no, type: recall_at_100
value: 93.018
verified: no, type: recall_at_1000
value: 97.481
verified: no, type: recall_at_3
value: 73.282
verified: no, type: recall_at_5
value: 78.947
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 94.9968
verified: no, type: ap
value: 92.93892195862824
verified: no, type: f1
value: 94.99327998213761
verified: no, task: type: Retrieval
dataset: type: msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: None
metrics: type: map_at_1
value: 21.698
verified: no, type: map_at_10
value: 34.585
verified: no, type: map_at_100
value: 35.782000000000004
verified: no, type: map_at_1000
value: 35.825
verified: no, type: map_at_3
value: 30.397999999999996
verified: no, type: map_at_5
value: 32.72
verified: no, type: mrr_at_1
value: 22.192
verified: no, type: mrr_at_10
value: 35.085
verified: no, type: mrr_at_100
value: 36.218
verified: no, type: mrr_at_1000
value: 36.256
verified: no, type: mrr_at_3
value: 30.986000000000004
verified: no, type: mrr_at_5
value: 33.268
verified: no, type: ndcg_at_1
value: 22.192
verified: no, type: ndcg_at_10
value: 41.957
verified: no, type: ndcg_at_100
value: 47.658
verified: no, type: ndcg_at_1000
value: 48.697
verified: no, type: ndcg_at_3
value: 33.433
verified: no, type: ndcg_at_5
value: 37.551
verified: no, type: precision_at_1
value: 22.192
verified: no, type: precision_at_10
value: 6.781
verified: no, type: precision_at_100
value: 0.963
verified: no, type: precision_at_1000
value: 0.105
verified: no, type: precision_at_3
value: 14.365
verified: no, type: precision_at_5
value: 10.713000000000001
verified: no, type: recall_at_1
value: 21.698
verified: no, type: recall_at_10
value: 64.79
verified: no, type: recall_at_100
value: 91.071
verified: no, type: recall_at_1000
value: 98.883
verified: no, type: recall_at_3
value: 41.611
verified: no, type: recall_at_5
value: 51.459999999999994
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 96.15823073415413
verified: no, type: f1
value: 96.00362034963248
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 87.12722298221614
verified: no, type: f1
value: 70.46888967516227
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: 80.77673167451245
verified: no, type: f1
value: 77.60202561132175
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: 82.09145931405514
verified: no, type: f1
value: 81.7701921473406
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: 36.52153488185864
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: 36.80090398444147
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.807141746058605
verified: no, type: mrr
value: 32.85025611455029
verified: no, task: type: Retrieval
dataset: type: nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: None
metrics: type: map_at_1
value: 6.920999999999999
verified: no, type: map_at_10
value: 16.049
verified: no, type: map_at_100
value: 16.049
verified: no, type: map_at_1000
value: 16.049
verified: no, type: map_at_3
value: 11.865
verified: no, type: map_at_5
value: 13.657
verified: no, type: mrr_at_1
value: 53.87
verified: no, type: mrr_at_10
value: 62.291
verified: no, type: mrr_at_100
value: 62.291
verified: no, type: mrr_at_1000
value: 62.291
verified: no, type: mrr_at_3
value: 60.681
verified: no, type: mrr_at_5
value: 61.61
verified: no, type: ndcg_at_1
value: 51.23799999999999
verified: no, type: ndcg_at_10
value: 40.892
verified: no, type: ndcg_at_100
value: 26.951999999999998
verified: no, type: ndcg_at_1000
value: 26.474999999999998
verified: no, type: ndcg_at_3
value: 46.821
verified: no, type: ndcg_at_5
value: 44.333
verified: no, type: precision_at_1
value: 53.251000000000005
verified: no, type: precision_at_10
value: 30.124000000000002
verified: no, type: precision_at_100
value: 3.012
verified: no, type: precision_at_1000
value: 0.301
verified: no, type: precision_at_3
value: 43.55
verified: no, type: precision_at_5
value: 38.266
verified: no, type: recall_at_1
value: 6.920999999999999
verified: no, type: recall_at_10
value: 20.852
verified: no, type: recall_at_100
value: 20.852
verified: no, type: recall_at_1000
value: 20.852
verified: no, type: recall_at_3
value: 13.628000000000002
verified: no, type: recall_at_5
value: 16.273
verified: no, task: type: Retrieval
dataset: type: nq
name: MTEB NQ
config: default
split: test
revision: None
metrics: type: map_at_1
value: 46.827999999999996
verified: no, type: map_at_10
value: 63.434000000000005
verified: no, type: map_at_100
value: 63.434000000000005
verified: no, type: map_at_1000
value: 63.434000000000005
verified: no, type: map_at_3
value: 59.794000000000004
verified: no, type: map_at_5
value: 62.08
verified: no, type: mrr_at_1
value: 52.288999999999994
verified: no, type: mrr_at_10
value: 65.95
verified: no, type: mrr_at_100
value: 65.95
verified: no, type: mrr_at_1000
value: 65.95
verified: no, type: mrr_at_3
value: 63.413
verified: no, type: mrr_at_5
value: 65.08
verified: no, type: ndcg_at_1
value: 52.288999999999994
verified: no, type: ndcg_at_10
value: 70.301
verified: no, type: ndcg_at_100
value: 70.301
verified: no, type: ndcg_at_1000
value: 70.301
verified: no, type: ndcg_at_3
value: 63.979
verified: no, type: ndcg_at_5
value: 67.582
verified: no, type: precision_at_1
value: 52.288999999999994
verified: no, type: precision_at_10
value: 10.576
verified: no, type: precision_at_100
value: 1.058
verified: no, type: precision_at_1000
value: 0.106
verified: no, type: precision_at_3
value: 28.177000000000003
verified: no, type: precision_at_5
value: 19.073
verified: no, type: recall_at_1
value: 46.827999999999996
verified: no, type: recall_at_10
value: 88.236
verified: no, type: recall_at_100
value: 88.236
verified: no, type: recall_at_1000
value: 88.236
verified: no, type: recall_at_3
value: 72.371
verified: no, type: recall_at_5
value: 80.56
verified: no, task: type: Retrieval
dataset: type: quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.652
verified: no, type: map_at_10
value: 85.953
verified: no, type: map_at_100
value: 85.953
verified: no, type: map_at_1000
value: 85.953
verified: no, type: map_at_3
value: 83.05399999999999
verified: no, type: map_at_5
value: 84.89
verified: no, type: mrr_at_1
value: 82.42
verified: no, type: mrr_at_10
value: 88.473
verified: no, type: mrr_at_100
value: 88.473
verified: no, type: mrr_at_1000
value: 88.473
verified: no, type: mrr_at_3
value: 87.592
verified: no, type: mrr_at_5
value: 88.211
verified: no, type: ndcg_at_1
value: 82.44
verified: no, type: ndcg_at_10
value: 89.467
verified: no, type: ndcg_at_100
value: 89.33
verified: no, type: ndcg_at_1000
value: 89.33
verified: no, type: ndcg_at_3
value: 86.822
verified: no, type: ndcg_at_5
value: 88.307
verified: no, type: precision_at_1
value: 82.44
verified: no, type: precision_at_10
value: 13.616
verified: no, type: precision_at_100
value: 1.362
verified: no, type: precision_at_1000
value: 0.136
verified: no, type: precision_at_3
value: 38.117000000000004
verified: no, type: precision_at_5
value: 25.05
verified: no, type: recall_at_1
value: 71.652
verified: no, type: recall_at_10
value: 96.224
verified: no, type: recall_at_100
value: 96.224
verified: no, type: recall_at_1000
value: 96.224
verified: no, type: recall_at_3
value: 88.571
verified: no, type: recall_at_5
value: 92.812
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 61.295010338050474
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: 67.26380819328142
verified: no, task: type: Retrieval
dataset: type: scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.683
verified: no, type: map_at_10
value: 14.924999999999999
verified: no, type: map_at_100
value: 17.532
verified: no, type: map_at_1000
value: 17.875
verified: no, type: map_at_3
value: 10.392
verified: no, type: map_at_5
value: 12.592
verified: no, type: mrr_at_1
value: 28.000000000000004
verified: no, type: mrr_at_10
value: 39.951
verified: no, type: mrr_at_100
value: 41.025
verified: no, type: mrr_at_1000
value: 41.056
verified: no, type: mrr_at_3
value: 36.317
verified: no, type: mrr_at_5
value: 38.412
verified: no, type: ndcg_at_1
value: 28.000000000000004
verified: no, type: ndcg_at_10
value: 24.410999999999998
verified: no, type: ndcg_at_100
value: 33.79
verified: no, type: ndcg_at_1000
value: 39.035
verified: no, type: ndcg_at_3
value: 22.845
verified: no, type: ndcg_at_5
value: 20.080000000000002
verified: no, type: precision_at_1
value: 28.000000000000004
verified: no, type: precision_at_10
value: 12.790000000000001
verified: no, type: precision_at_100
value: 2.633
verified: no, type: precision_at_1000
value: 0.388
verified: no, type: precision_at_3
value: 21.367
verified: no, type: precision_at_5
value: 17.7
verified: no, type: recall_at_1
value: 5.683
verified: no, type: recall_at_10
value: 25.91
verified: no, type: recall_at_100
value: 53.443
verified: no, type: recall_at_1000
value: 78.73
verified: no, type: recall_at_3
value: 13.003
verified: no, type: recall_at_5
value: 17.932000000000002
verified: no, task: type: STS
dataset: type: mteb/sickr-sts
name: MTEB SICK-R
config: default
split: test
revision: a6ea5a8cab320b040a23452cc28066d9beae2cee
metrics: type: cos_sim_pearson
value: 84.677978681023
verified: no, type: cos_sim_spearman
value: 83.13093441058189
verified: no, type: euclidean_pearson
value: 83.35535759341572
verified: no, type: euclidean_spearman
value: 83.42583744219611
verified: no, type: manhattan_pearson
value: 83.2243124045889
verified: no, type: manhattan_spearman
value: 83.39801618652632
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 81.68960206569666
verified: no, type: cos_sim_spearman
value: 77.3368966488535
verified: no, type: euclidean_pearson
value: 77.62828980560303
verified: no, type: euclidean_spearman
value: 76.77951481444651
verified: no, type: manhattan_pearson
value: 77.88637240839041
verified: no, type: manhattan_spearman
value: 77.22157841466188
verified: no, task: type: STS
dataset: type: mteb/sts13-sts
name: MTEB STS13
config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
metrics: type: cos_sim_pearson
value: 84.18745821650724
verified: no, type: cos_sim_spearman
value: 85.04423285574542
verified: no, type: euclidean_pearson
value: 85.46604816931023
verified: no, type: euclidean_spearman
value: 85.5230593932974
verified: no, type: manhattan_pearson
value: 85.57912805986261
verified: no, type: manhattan_spearman
value: 85.65955905111873
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 83.6715333300355
verified: no, type: cos_sim_spearman
value: 82.9058522514908
verified: no, type: euclidean_pearson
value: 83.9640357424214
verified: no, type: euclidean_spearman
value: 83.60415457472637
verified: no, type: manhattan_pearson
value: 84.05621005853469
verified: no, type: manhattan_spearman
value: 83.87077724707746
verified: no, task: type: STS
dataset: type: mteb/sts15-sts
name: MTEB STS15
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
metrics: type: cos_sim_pearson
value: 87.82422928098886
verified: no, type: cos_sim_spearman
value: 88.12660311894628
verified: no, type: euclidean_pearson
value: 87.50974805056555
verified: no, type: euclidean_spearman
value: 87.91957275596677
verified: no, type: manhattan_pearson
value: 87.74119404878883
verified: no, type: manhattan_spearman
value: 88.2808922165719
verified: no, task: type: STS
dataset: type: mteb/sts16-sts
name: MTEB STS16
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
metrics: type: cos_sim_pearson
value: 84.80605838552093
verified: no, type: cos_sim_spearman
value: 86.24123388765678
verified: no, type: euclidean_pearson
value: 85.32648347339814
verified: no, type: euclidean_spearman
value: 85.60046671950158
verified: no, type: manhattan_pearson
value: 85.53800168487811
verified: no, type: manhattan_spearman
value: 85.89542420480763
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_pearson
value: 89.87540978988132
verified: no, type: cos_sim_spearman
value: 90.12715295099461
verified: no, type: euclidean_pearson
value: 91.61085993525275
verified: no, type: euclidean_spearman
value: 91.31835942311758
verified: no, type: manhattan_pearson
value: 91.57500202032934
verified: no, type: manhattan_spearman
value: 91.1790925526635
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: eea2b4fe26a775864c896887d910b76a8098ad3f
metrics: type: cos_sim_pearson
value: 69.87136205329556
verified: no, type: cos_sim_spearman
value: 68.6253154635078
verified: no, type: euclidean_pearson
value: 68.91536015034222
verified: no, type: euclidean_spearman
value: 67.63744649352542
verified: no, type: manhattan_pearson
value: 69.2000713045275
verified: no, type: manhattan_spearman
value: 68.16002901587316
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 85.21849551039082
verified: no, type: cos_sim_spearman
value: 85.6392959372461
verified: no, type: euclidean_pearson
value: 85.92050852609488
verified: no, type: euclidean_spearman
value: 85.97205649009734
verified: no, type: manhattan_pearson
value: 86.1031154802254
verified: no, type: manhattan_spearman
value: 86.26791155517466
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 86.83953958636627
verified: no, type: mrr
value: 96.71167612344082
verified: no, task: type: Retrieval
dataset: type: scifact
name: MTEB SciFact
config: default
split: test
revision: None
metrics: type: map_at_1
value: 64.994
verified: no, type: map_at_10
value: 74.763
verified: no, type: map_at_100
value: 75.127
verified: no, type: map_at_1000
value: 75.143
verified: no, type: map_at_3
value: 71.824
verified: no, type: map_at_5
value: 73.71
verified: no, type: mrr_at_1
value: 68.333
verified: no, type: mrr_at_10
value: 75.749
verified: no, type: mrr_at_100
value: 75.922
verified: no, type: mrr_at_1000
value: 75.938
verified: no, type: mrr_at_3
value: 73.556
verified: no, type: mrr_at_5
value: 74.739
verified: no, type: ndcg_at_1
value: 68.333
verified: no, type: ndcg_at_10
value: 79.174
verified: no, type: ndcg_at_100
value: 80.41
verified: no, type: ndcg_at_1000
value: 80.804
verified: no, type: ndcg_at_3
value: 74.361
verified: no, type: ndcg_at_5
value: 76.861
verified: no, type: precision_at_1
value: 68.333
verified: no, type: precision_at_10
value: 10.333
verified: no, type: precision_at_100
value: 1.0999999999999999
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 28.778
verified: no, type: precision_at_5
value: 19.067
verified: no, type: recall_at_1
value: 64.994
verified: no, type: recall_at_10
value: 91.822
verified: no, type: recall_at_100
value: 97
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 78.878
verified: no, type: recall_at_5
value: 85.172
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: 99.72079207920792
verified: no, type: cos_sim_ap
value: 93.00265215525152
verified: no, type: cos_sim_f1
value: 85.06596306068602
verified: no, type: cos_sim_precision
value: 90.05586592178771
verified: no, type: cos_sim_recall
value: 80.60000000000001
verified: no, type: dot_accuracy
value: 99.66039603960397
verified: no, type: dot_ap
value: 91.22371407479089
verified: no, type: dot_f1
value: 82.34693877551021
verified: no, type: dot_precision
value: 84.0625
verified: no, type: dot_recall
value: 80.7
verified: no, type: euclidean_accuracy
value: 99.71881188118812
verified: no, type: euclidean_ap
value: 92.88449963304728
verified: no, type: euclidean_f1
value: 85.19480519480518
verified: no, type: euclidean_precision
value: 88.64864864864866
verified: no, type: euclidean_recall
value: 82
verified: no, type: manhattan_accuracy
value: 99.73267326732673
verified: no, type: manhattan_ap
value: 93.23055393056883
verified: no, type: manhattan_f1
value: 85.88957055214725
verified: no, type: manhattan_precision
value: 87.86610878661088
verified: no, type: manhattan_recall
value: 84
verified: no, type: max_accuracy
value: 99.73267326732673
verified: no, type: max_ap
value: 93.23055393056883
verified: no, type: max_f1
value: 85.88957055214725
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 77.3305735900358
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: 41.32967136540674
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 55.95514866379359
verified: no, type: mrr
value: 56.95423245055598
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.783007208997144
verified: no, type: cos_sim_spearman
value: 30.373444721540533
verified: no, type: dot_pearson
value: 29.210604111143905
verified: no, type: dot_spearman
value: 29.98809758085659
verified: no, task: type: Retrieval
dataset: type: trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.234
verified: no, type: map_at_10
value: 1.894
verified: no, type: map_at_100
value: 1.894
verified: no, type: map_at_1000
value: 1.894
verified: no, type: map_at_3
value: 0.636
verified: no, type: map_at_5
value: 1
verified: no, type: mrr_at_1
value: 88
verified: no, type: mrr_at_10
value: 93.667
verified: no, type: mrr_at_100
value: 93.667
verified: no, type: mrr_at_1000
value: 93.667
verified: no, type: mrr_at_3
value: 93.667
verified: no, type: mrr_at_5
value: 93.667
verified: no, type: ndcg_at_1
value: 85
verified: no, type: ndcg_at_10
value: 74.798
verified: no, type: ndcg_at_100
value: 16.462
verified: no, type: ndcg_at_1000
value: 7.0889999999999995
verified: no, type: ndcg_at_3
value: 80.754
verified: no, type: ndcg_at_5
value: 77.319
verified: no, type: precision_at_1
value: 88
verified: no, type: precision_at_10
value: 78
verified: no, type: precision_at_100
value: 7.8
verified: no, type: precision_at_1000
value: 0.7799999999999999
verified: no, type: precision_at_3
value: 83.333
verified: no, type: precision_at_5
value: 80.80000000000001
verified: no, type: recall_at_1
value: 0.234
verified: no, type: recall_at_10
value: 2.093
verified: no, type: recall_at_100
value: 2.093
verified: no, type: recall_at_1000
value: 2.093
verified: no, type: recall_at_3
value: 0.662
verified: no, type: recall_at_5
value: 1.0739999999999998
verified: no, task: type: Retrieval
dataset: type: webis-touche2020
name: MTEB Touche2020
config: default
split: test
revision: None
metrics: type: map_at_1
value: 2.703
verified: no, type: map_at_10
value: 10.866000000000001
verified: no, type: map_at_100
value: 10.866000000000001
verified: no, type: map_at_1000
value: 10.866000000000001
verified: no, type: map_at_3
value: 5.909
verified: no, type: map_at_5
value: 7.35
verified: no, type: mrr_at_1
value: 36.735
verified: no, type: mrr_at_10
value: 53.583000000000006
verified: no, type: mrr_at_100
value: 53.583000000000006
verified: no, type: mrr_at_1000
value: 53.583000000000006
verified: no, type: mrr_at_3
value: 49.32
verified: no, type: mrr_at_5
value: 51.769
verified: no, type: ndcg_at_1
value: 34.694
verified: no, type: ndcg_at_10
value: 27.926000000000002
verified: no, type: ndcg_at_100
value: 22.701
verified: no, type: ndcg_at_1000
value: 22.701
verified: no, type: ndcg_at_3
value: 32.073
verified: no, type: ndcg_at_5
value: 28.327999999999996
verified: no, type: precision_at_1
value: 36.735
verified: no, type: precision_at_10
value: 24.694
verified: no, type: precision_at_100
value: 2.469
verified: no, type: precision_at_1000
value: 0.247
verified: no, type: precision_at_3
value: 31.973000000000003
verified: no, type: precision_at_5
value: 26.939
verified: no, type: recall_at_1
value: 2.703
verified: no, type: recall_at_10
value: 17.702
verified: no, type: recall_at_100
value: 17.702
verified: no, type: recall_at_1000
value: 17.702
verified: no, type: recall_at_3
value: 7.208
verified: no, type: recall_at_5
value: 9.748999999999999
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 70.79960000000001
verified: no, type: ap
value: 15.467565415565815
verified: no, type: f1
value: 55.28639823443618
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 64.7792869269949
verified: no, type: f1
value: 65.08597154774318
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 55.70352297774293
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: 88.27561542588067
verified: no, type: cos_sim_ap
value: 81.08262141256193
verified: no, type: cos_sim_f1
value: 73.82341501361338
verified: no, type: cos_sim_precision
value: 72.5720112159062
verified: no, type: cos_sim_recall
value: 75.11873350923483
verified: no, type: dot_accuracy
value: 86.66030875603504
verified: no, type: dot_ap
value: 76.6052349228621
verified: no, type: dot_f1
value: 70.13897280966768
verified: no, type: dot_precision
value: 64.70457079152732
verified: no, type: dot_recall
value: 76.56992084432717
verified: no, type: euclidean_accuracy
value: 88.37098408535495
verified: no, type: euclidean_ap
value: 81.12515230092113
verified: no, type: euclidean_f1
value: 74.10338225909379
verified: no, type: euclidean_precision
value: 71.76761433868974
verified: no, type: euclidean_recall
value: 76.59630606860158
verified: no, type: manhattan_accuracy
value: 88.34118137926924
verified: no, type: manhattan_ap
value: 80.95751834536561
verified: no, type: manhattan_f1
value: 73.9119496855346
verified: no, type: manhattan_precision
value: 70.625
verified: no, type: manhattan_recall
value: 77.5197889182058
verified: no, type: max_accuracy
value: 88.37098408535495
verified: no, type: max_ap
value: 81.12515230092113
verified: no, type: max_f1
value: 74.10338225909379
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: 89.79896767182831
verified: no, type: cos_sim_ap
value: 87.40071784061065
verified: no, type: cos_sim_f1
value: 79.87753144712087
verified: no, type: cos_sim_precision
value: 76.67304015296367
verified: no, type: cos_sim_recall
value: 83.3615645210964
verified: no, type: dot_accuracy
value: 88.95486474948578
verified: no, type: dot_ap
value: 86.00227979119943
verified: no, type: dot_f1
value: 78.54601474525914
verified: no, type: dot_precision
value: 75.00525394045535
verified: no, type: dot_recall
value: 82.43763473975977
verified: no, type: euclidean_accuracy
value: 89.7892653393876
verified: no, type: euclidean_ap
value: 87.42174706480819
verified: no, type: euclidean_f1
value: 80.07283321194465
verified: no, type: euclidean_precision
value: 75.96738529574351
verified: no, type: euclidean_recall
value: 84.6473668001232
verified: no, type: manhattan_accuracy
value: 89.8474793340319
verified: no, type: manhattan_ap
value: 87.47814292587448
verified: no, type: manhattan_f1
value: 80.15461150280949
verified: no, type: manhattan_precision
value: 74.88798234468
verified: no, type: manhattan_recall
value: 86.21804742839544
verified: no, type: max_accuracy
value: 89.8474793340319
verified: no, type: max_ap
value: 87.47814292587448
verified: no, type: max_f1
value: 80.15461150280949
verified: no
Likes: 2 | All-time downloads: 107321
Created: 2024-11-27 18:52:58