Model: Alibaba-NLP/gte-large-en-v1.5
Author: Alibaba-NLP
Pipeline: sentence-similarity
Library: transformers
Tags: transformers, onnx, safetensors, new, feature-extraction, sentence-transformers, gte, mteb, transformers.js, sentence-similarity, custom_code, en, dataset:allenai/c4, arxiv:2407.19669, arxiv:2308.03281, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: datasets: allenai/c4
library_name: transformers
tags: sentence-transformers, gte, mteb, transformers.js, sentence-similarity
license: apache-2.0
language: en
model-index: name: gte-large-en-v1.5
results: task: type: Classification
dataset: type: mteb/amazon_counterfactual
name: MTEB AmazonCounterfactualClassification (en)
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 73.01492537313432
verified: no, type: ap
value: 35.05341696659522
verified: no, type: f1
value: 66.71270310883853
verified: no, task: type: Classification
dataset: type: mteb/amazon_polarity
name: MTEB AmazonPolarityClassification
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 93.97189999999999
verified: no, type: ap
value: 90.5952493948908
verified: no, type: f1
value: 93.95848137716877
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: 54.196
verified: no, type: f1
value: 53.80122334012787
verified: no, task: type: Retrieval
dataset: type: mteb/arguana
name: MTEB ArguAna
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: map_at_1
value: 47.297
verified: no, type: map_at_10
value: 64.303
verified: no, type: map_at_100
value: 64.541
verified: no, type: map_at_1000
value: 64.541
verified: no, type: map_at_3
value: 60.728
verified: no, type: map_at_5
value: 63.114000000000004
verified: no, type: mrr_at_1
value: 48.435
verified: no, type: mrr_at_10
value: 64.657
verified: no, type: mrr_at_100
value: 64.901
verified: no, type: mrr_at_1000
value: 64.901
verified: no, type: mrr_at_3
value: 61.06
verified: no, type: mrr_at_5
value: 63.514
verified: no, type: ndcg_at_1
value: 47.297
verified: no, type: ndcg_at_10
value: 72.107
verified: no, type: ndcg_at_100
value: 72.963
verified: no, type: ndcg_at_1000
value: 72.963
verified: no, type: ndcg_at_3
value: 65.063
verified: no, type: ndcg_at_5
value: 69.352
verified: no, type: precision_at_1
value: 47.297
verified: no, type: precision_at_10
value: 9.623
verified: no, type: precision_at_100
value: 0.996
verified: no, type: precision_at_1000
value: 0.1
verified: no, type: precision_at_3
value: 25.865
verified: no, type: precision_at_5
value: 17.596
verified: no, type: recall_at_1
value: 47.297
verified: no, type: recall_at_10
value: 96.23
verified: no, type: recall_at_100
value: 99.644
verified: no, type: recall_at_1000
value: 99.644
verified: no, type: recall_at_3
value: 77.596
verified: no, type: recall_at_5
value: 87.98
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: 48.467787861077475
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: 43.39198391914257
verified: no, task: type: Reranking
dataset: type: mteb/askubuntudupquestions-reranking
name: MTEB AskUbuntuDupQuestions
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
metrics: type: map
value: 63.12794820591384
verified: no, type: mrr
value: 75.9331442641692
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: 87.85062993863319
verified: no, type: cos_sim_spearman
value: 85.39049989733459
verified: no, type: euclidean_pearson
value: 86.00222680278333
verified: no, type: euclidean_spearman
value: 85.45556162077396
verified: no, type: manhattan_pearson
value: 85.88769871785621
verified: no, type: manhattan_spearman
value: 85.11760211290839
verified: no, task: type: Classification
dataset: type: mteb/banking77
name: MTEB Banking77Classification
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
metrics: type: accuracy
value: 87.32792207792208
verified: no, type: f1
value: 87.29132945999555
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: 40.5779328301945
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: 37.94425623865118
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-android
name: MTEB CQADupstackAndroidRetrieval
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
metrics: type: map_at_1
value: 32.978
verified: no, type: map_at_10
value: 44.45
verified: no, type: map_at_100
value: 46.19
verified: no, type: map_at_1000
value: 46.303
verified: no, type: map_at_3
value: 40.849000000000004
verified: no, type: map_at_5
value: 42.55
verified: no, type: mrr_at_1
value: 40.629
verified: no, type: mrr_at_10
value: 50.848000000000006
verified: no, type: mrr_at_100
value: 51.669
verified: no, type: mrr_at_1000
value: 51.705
verified: no, type: mrr_at_3
value: 47.997
verified: no, type: mrr_at_5
value: 49.506
verified: no, type: ndcg_at_1
value: 40.629
verified: no, type: ndcg_at_10
value: 51.102000000000004
verified: no, type: ndcg_at_100
value: 57.159000000000006
verified: no, type: ndcg_at_1000
value: 58.669000000000004
verified: no, type: ndcg_at_3
value: 45.738
verified: no, type: ndcg_at_5
value: 47.632999999999996
verified: no, type: precision_at_1
value: 40.629
verified: no, type: precision_at_10
value: 9.700000000000001
verified: no, type: precision_at_100
value: 1.5970000000000002
verified: no, type: precision_at_1000
value: 0.202
verified: no, type: precision_at_3
value: 21.698
verified: no, type: precision_at_5
value: 15.393
verified: no, type: recall_at_1
value: 32.978
verified: no, type: recall_at_10
value: 63.711
verified: no, type: recall_at_100
value: 88.39399999999999
verified: no, type: recall_at_1000
value: 97.513
verified: no, type: recall_at_3
value: 48.025
verified: no, type: recall_at_5
value: 53.52
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-english
name: MTEB CQADupstackEnglishRetrieval
config: default
split: test
revision: ad9991cb51e31e31e430383c75ffb2885547b5f0
metrics: type: map_at_1
value: 30.767
verified: no, type: map_at_10
value: 42.195
verified: no, type: map_at_100
value: 43.541999999999994
verified: no, type: map_at_1000
value: 43.673
verified: no, type: map_at_3
value: 38.561
verified: no, type: map_at_5
value: 40.532000000000004
verified: no, type: mrr_at_1
value: 38.79
verified: no, type: mrr_at_10
value: 48.021
verified: no, type: mrr_at_100
value: 48.735
verified: no, type: mrr_at_1000
value: 48.776
verified: no, type: mrr_at_3
value: 45.594
verified: no, type: mrr_at_5
value: 46.986
verified: no, type: ndcg_at_1
value: 38.79
verified: no, type: ndcg_at_10
value: 48.468
verified: no, type: ndcg_at_100
value: 53.037
verified: no, type: ndcg_at_1000
value: 55.001999999999995
verified: no, type: ndcg_at_3
value: 43.409
verified: no, type: ndcg_at_5
value: 45.654
verified: no, type: precision_at_1
value: 38.79
verified: no, type: precision_at_10
value: 9.452
verified: no, type: precision_at_100
value: 1.518
verified: no, type: precision_at_1000
value: 0.201
verified: no, type: precision_at_3
value: 21.21
verified: no, type: precision_at_5
value: 15.171999999999999
verified: no, type: recall_at_1
value: 30.767
verified: no, type: recall_at_10
value: 60.118
verified: no, type: recall_at_100
value: 79.271
verified: no, type: recall_at_1000
value: 91.43299999999999
verified: no, type: recall_at_3
value: 45.36
verified: no, type: recall_at_5
value: 51.705
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-gaming
name: MTEB CQADupstackGamingRetrieval
config: default
split: test
revision: 4885aa143210c98657558c04aaf3dc47cfb54340
metrics: type: map_at_1
value: 40.007
verified: no, type: map_at_10
value: 53.529
verified: no, type: map_at_100
value: 54.602
verified: no, type: map_at_1000
value: 54.647
verified: no, type: map_at_3
value: 49.951
verified: no, type: map_at_5
value: 52.066
verified: no, type: mrr_at_1
value: 45.705
verified: no, type: mrr_at_10
value: 56.745000000000005
verified: no, type: mrr_at_100
value: 57.43899999999999
verified: no, type: mrr_at_1000
value: 57.462999999999994
verified: no, type: mrr_at_3
value: 54.25299999999999
verified: no, type: mrr_at_5
value: 55.842000000000006
verified: no, type: ndcg_at_1
value: 45.705
verified: no, type: ndcg_at_10
value: 59.809
verified: no, type: ndcg_at_100
value: 63.837999999999994
verified: no, type: ndcg_at_1000
value: 64.729
verified: no, type: ndcg_at_3
value: 53.994
verified: no, type: ndcg_at_5
value: 57.028
verified: no, type: precision_at_1
value: 45.705
verified: no, type: precision_at_10
value: 9.762
verified: no, type: precision_at_100
value: 1.275
verified: no, type: precision_at_1000
value: 0.13899999999999998
verified: no, type: precision_at_3
value: 24.368000000000002
verified: no, type: precision_at_5
value: 16.84
verified: no, type: recall_at_1
value: 40.007
verified: no, type: recall_at_10
value: 75.017
verified: no, type: recall_at_100
value: 91.99000000000001
verified: no, type: recall_at_1000
value: 98.265
verified: no, type: recall_at_3
value: 59.704
verified: no, type: recall_at_5
value: 67.109
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-gis
name: MTEB CQADupstackGisRetrieval
config: default
split: test
revision: 5003b3064772da1887988e05400cf3806fe491f2
metrics: type: map_at_1
value: 26.639000000000003
verified: no, type: map_at_10
value: 35.926
verified: no, type: map_at_100
value: 37.126999999999995
verified: no, type: map_at_1000
value: 37.202
verified: no, type: map_at_3
value: 32.989000000000004
verified: no, type: map_at_5
value: 34.465
verified: no, type: mrr_at_1
value: 28.475
verified: no, type: mrr_at_10
value: 37.7
verified: no, type: mrr_at_100
value: 38.753
verified: no, type: mrr_at_1000
value: 38.807
verified: no, type: mrr_at_3
value: 35.066
verified: no, type: mrr_at_5
value: 36.512
verified: no, type: ndcg_at_1
value: 28.475
verified: no, type: ndcg_at_10
value: 41.245
verified: no, type: ndcg_at_100
value: 46.814
verified: no, type: ndcg_at_1000
value: 48.571
verified: no, type: ndcg_at_3
value: 35.528999999999996
verified: no, type: ndcg_at_5
value: 38.066
verified: no, type: precision_at_1
value: 28.475
verified: no, type: precision_at_10
value: 6.497
verified: no, type: precision_at_100
value: 0.9650000000000001
verified: no, type: precision_at_1000
value: 0.11499999999999999
verified: no, type: precision_at_3
value: 15.065999999999999
verified: no, type: precision_at_5
value: 10.599
verified: no, type: recall_at_1
value: 26.639000000000003
verified: no, type: recall_at_10
value: 55.759
verified: no, type: recall_at_100
value: 80.913
verified: no, type: recall_at_1000
value: 93.929
verified: no, type: recall_at_3
value: 40.454
verified: no, type: recall_at_5
value: 46.439
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-mathematica
name: MTEB CQADupstackMathematicaRetrieval
config: default
split: test
revision: 90fceea13679c63fe563ded68f3b6f06e50061de
metrics: type: map_at_1
value: 15.767999999999999
verified: no, type: map_at_10
value: 24.811
verified: no, type: map_at_100
value: 26.064999999999998
verified: no, type: map_at_1000
value: 26.186999999999998
verified: no, type: map_at_3
value: 21.736
verified: no, type: map_at_5
value: 23.283
verified: no, type: mrr_at_1
value: 19.527
verified: no, type: mrr_at_10
value: 29.179
verified: no, type: mrr_at_100
value: 30.153999999999996
verified: no, type: mrr_at_1000
value: 30.215999999999998
verified: no, type: mrr_at_3
value: 26.223000000000003
verified: no, type: mrr_at_5
value: 27.733999999999998
verified: no, type: ndcg_at_1
value: 19.527
verified: no, type: ndcg_at_10
value: 30.786
verified: no, type: ndcg_at_100
value: 36.644
verified: no, type: ndcg_at_1000
value: 39.440999999999995
verified: no, type: ndcg_at_3
value: 24.958
verified: no, type: ndcg_at_5
value: 27.392
verified: no, type: precision_at_1
value: 19.527
verified: no, type: precision_at_10
value: 5.995
verified: no, type: precision_at_100
value: 1.03
verified: no, type: precision_at_1000
value: 0.14100000000000001
verified: no, type: precision_at_3
value: 12.520999999999999
verified: no, type: precision_at_5
value: 9.129
verified: no, type: recall_at_1
value: 15.767999999999999
verified: no, type: recall_at_10
value: 44.824000000000005
verified: no, type: recall_at_100
value: 70.186
verified: no, type: recall_at_1000
value: 89.934
verified: no, type: recall_at_3
value: 28.607
verified: no, type: recall_at_5
value: 34.836
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-physics
name: MTEB CQADupstackPhysicsRetrieval
config: default
split: test
revision: 79531abbd1fb92d06c6d6315a0cbbbf5bb247ea4
metrics: type: map_at_1
value: 31.952
verified: no, type: map_at_10
value: 44.438
verified: no, type: map_at_100
value: 45.778
verified: no, type: map_at_1000
value: 45.883
verified: no, type: map_at_3
value: 41.044000000000004
verified: no, type: map_at_5
value: 42.986000000000004
verified: no, type: mrr_at_1
value: 39.172000000000004
verified: no, type: mrr_at_10
value: 49.76
verified: no, type: mrr_at_100
value: 50.583999999999996
verified: no, type: mrr_at_1000
value: 50.621
verified: no, type: mrr_at_3
value: 47.353
verified: no, type: mrr_at_5
value: 48.739
verified: no, type: ndcg_at_1
value: 39.172000000000004
verified: no, type: ndcg_at_10
value: 50.760000000000005
verified: no, type: ndcg_at_100
value: 56.084
verified: no, type: ndcg_at_1000
value: 57.865
verified: no, type: ndcg_at_3
value: 45.663
verified: no, type: ndcg_at_5
value: 48.178
verified: no, type: precision_at_1
value: 39.172000000000004
verified: no, type: precision_at_10
value: 9.22
verified: no, type: precision_at_100
value: 1.387
verified: no, type: precision_at_1000
value: 0.17099999999999999
verified: no, type: precision_at_3
value: 21.976000000000003
verified: no, type: precision_at_5
value: 15.457
verified: no, type: recall_at_1
value: 31.952
verified: no, type: recall_at_10
value: 63.900999999999996
verified: no, type: recall_at_100
value: 85.676
verified: no, type: recall_at_1000
value: 97.03699999999999
verified: no, type: recall_at_3
value: 49.781
verified: no, type: recall_at_5
value: 56.330000000000005
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-programmers
name: MTEB CQADupstackProgrammersRetrieval
config: default
split: test
revision: 6184bc1440d2dbc7612be22b50686b8826d22b32
metrics: type: map_at_1
value: 25.332
verified: no, type: map_at_10
value: 36.874
verified: no, type: map_at_100
value: 38.340999999999994
verified: no, type: map_at_1000
value: 38.452
verified: no, type: map_at_3
value: 33.068
verified: no, type: map_at_5
value: 35.324
verified: no, type: mrr_at_1
value: 30.822
verified: no, type: mrr_at_10
value: 41.641
verified: no, type: mrr_at_100
value: 42.519
verified: no, type: mrr_at_1000
value: 42.573
verified: no, type: mrr_at_3
value: 38.413000000000004
verified: no, type: mrr_at_5
value: 40.542
verified: no, type: ndcg_at_1
value: 30.822
verified: no, type: ndcg_at_10
value: 43.414
verified: no, type: ndcg_at_100
value: 49.196
verified: no, type: ndcg_at_1000
value: 51.237
verified: no, type: ndcg_at_3
value: 37.230000000000004
verified: no, type: ndcg_at_5
value: 40.405
verified: no, type: precision_at_1
value: 30.822
verified: no, type: precision_at_10
value: 8.379
verified: no, type: precision_at_100
value: 1.315
verified: no, type: precision_at_1000
value: 0.168
verified: no, type: precision_at_3
value: 18.417
verified: no, type: precision_at_5
value: 13.744
verified: no, type: recall_at_1
value: 25.332
verified: no, type: recall_at_10
value: 57.774
verified: no, type: recall_at_100
value: 82.071
verified: no, type: recall_at_1000
value: 95.60600000000001
verified: no, type: recall_at_3
value: 40.722
verified: no, type: recall_at_5
value: 48.754999999999995
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack
name: MTEB CQADupstackRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 25.91033333333334
verified: no, type: map_at_10
value: 36.23225000000001
verified: no, type: map_at_100
value: 37.55766666666667
verified: no, type: map_at_1000
value: 37.672583333333336
verified: no, type: map_at_3
value: 32.95666666666667
verified: no, type: map_at_5
value: 34.73375
verified: no, type: mrr_at_1
value: 30.634
verified: no, type: mrr_at_10
value: 40.19449999999999
verified: no, type: mrr_at_100
value: 41.099250000000005
verified: no, type: mrr_at_1000
value: 41.15091666666667
verified: no, type: mrr_at_3
value: 37.4615
verified: no, type: mrr_at_5
value: 39.00216666666667
verified: no, type: ndcg_at_1
value: 30.634
verified: no, type: ndcg_at_10
value: 42.162166666666664
verified: no, type: ndcg_at_100
value: 47.60708333333333
verified: no, type: ndcg_at_1000
value: 49.68616666666666
verified: no, type: ndcg_at_3
value: 36.60316666666666
verified: no, type: ndcg_at_5
value: 39.15616666666668
verified: no, type: precision_at_1
value: 30.634
verified: no, type: precision_at_10
value: 7.6193333333333335
verified: no, type: precision_at_100
value: 1.2198333333333333
verified: no, type: precision_at_1000
value: 0.15975000000000003
verified: no, type: precision_at_3
value: 17.087
verified: no, type: precision_at_5
value: 12.298333333333334
verified: no, type: recall_at_1
value: 25.91033333333334
verified: no, type: recall_at_10
value: 55.67300000000001
verified: no, type: recall_at_100
value: 79.20608333333334
verified: no, type: recall_at_1000
value: 93.34866666666667
verified: no, type: recall_at_3
value: 40.34858333333333
verified: no, type: recall_at_5
value: 46.834083333333325
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-stats
name: MTEB CQADupstackStatsRetrieval
config: default
split: test
revision: 65ac3a16b8e91f9cee4c9828cc7c335575432a2a
metrics: type: map_at_1
value: 25.006
verified: no, type: map_at_10
value: 32.177
verified: no, type: map_at_100
value: 33.324999999999996
verified: no, type: map_at_1000
value: 33.419
verified: no, type: map_at_3
value: 29.952
verified: no, type: map_at_5
value: 31.095
verified: no, type: mrr_at_1
value: 28.066999999999997
verified: no, type: mrr_at_10
value: 34.995
verified: no, type: mrr_at_100
value: 35.978
verified: no, type: mrr_at_1000
value: 36.042
verified: no, type: mrr_at_3
value: 33.103
verified: no, type: mrr_at_5
value: 34.001
verified: no, type: ndcg_at_1
value: 28.066999999999997
verified: no, type: ndcg_at_10
value: 36.481
verified: no, type: ndcg_at_100
value: 42.022999999999996
verified: no, type: ndcg_at_1000
value: 44.377
verified: no, type: ndcg_at_3
value: 32.394
verified: no, type: ndcg_at_5
value: 34.108
verified: no, type: precision_at_1
value: 28.066999999999997
verified: no, type: precision_at_10
value: 5.736
verified: no, type: precision_at_100
value: 0.9259999999999999
verified: no, type: precision_at_1000
value: 0.12
verified: no, type: precision_at_3
value: 13.804
verified: no, type: precision_at_5
value: 9.508999999999999
verified: no, type: recall_at_1
value: 25.006
verified: no, type: recall_at_10
value: 46.972
verified: no, type: recall_at_100
value: 72.138
verified: no, type: recall_at_1000
value: 89.479
verified: no, type: recall_at_3
value: 35.793
verified: no, type: recall_at_5
value: 39.947
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-tex
name: MTEB CQADupstackTexRetrieval
config: default
split: test
revision: 46989137a86843e03a6195de44b09deda022eec7
metrics: type: map_at_1
value: 16.07
verified: no, type: map_at_10
value: 24.447
verified: no, type: map_at_100
value: 25.685999999999996
verified: no, type: map_at_1000
value: 25.813999999999997
verified: no, type: map_at_3
value: 21.634
verified: no, type: map_at_5
value: 23.133
verified: no, type: mrr_at_1
value: 19.580000000000002
verified: no, type: mrr_at_10
value: 28.127999999999997
verified: no, type: mrr_at_100
value: 29.119
verified: no, type: mrr_at_1000
value: 29.192
verified: no, type: mrr_at_3
value: 25.509999999999998
verified: no, type: mrr_at_5
value: 26.878
verified: no, type: ndcg_at_1
value: 19.580000000000002
verified: no, type: ndcg_at_10
value: 29.804000000000002
verified: no, type: ndcg_at_100
value: 35.555
verified: no, type: ndcg_at_1000
value: 38.421
verified: no, type: ndcg_at_3
value: 24.654999999999998
verified: no, type: ndcg_at_5
value: 26.881
verified: no, type: precision_at_1
value: 19.580000000000002
verified: no, type: precision_at_10
value: 5.736
verified: no, type: precision_at_100
value: 1.005
verified: no, type: precision_at_1000
value: 0.145
verified: no, type: precision_at_3
value: 12.033000000000001
verified: no, type: precision_at_5
value: 8.871
verified: no, type: recall_at_1
value: 16.07
verified: no, type: recall_at_10
value: 42.364000000000004
verified: no, type: recall_at_100
value: 68.01899999999999
verified: no, type: recall_at_1000
value: 88.122
verified: no, type: recall_at_3
value: 27.846
verified: no, type: recall_at_5
value: 33.638
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-unix
name: MTEB CQADupstackUnixRetrieval
config: default
split: test
revision: 6c6430d3a6d36f8d2a829195bc5dc94d7e063e53
metrics: type: map_at_1
value: 26.365
verified: no, type: map_at_10
value: 36.591
verified: no, type: map_at_100
value: 37.730000000000004
verified: no, type: map_at_1000
value: 37.84
verified: no, type: map_at_3
value: 33.403
verified: no, type: map_at_5
value: 35.272999999999996
verified: no, type: mrr_at_1
value: 30.503999999999998
verified: no, type: mrr_at_10
value: 39.940999999999995
verified: no, type: mrr_at_100
value: 40.818
verified: no, type: mrr_at_1000
value: 40.876000000000005
verified: no, type: mrr_at_3
value: 37.065
verified: no, type: mrr_at_5
value: 38.814
verified: no, type: ndcg_at_1
value: 30.503999999999998
verified: no, type: ndcg_at_10
value: 42.185
verified: no, type: ndcg_at_100
value: 47.416000000000004
verified: no, type: ndcg_at_1000
value: 49.705
verified: no, type: ndcg_at_3
value: 36.568
verified: no, type: ndcg_at_5
value: 39.416000000000004
verified: no, type: precision_at_1
value: 30.503999999999998
verified: no, type: precision_at_10
value: 7.276000000000001
verified: no, type: precision_at_100
value: 1.118
verified: no, type: precision_at_1000
value: 0.14300000000000002
verified: no, type: precision_at_3
value: 16.729
verified: no, type: precision_at_5
value: 12.107999999999999
verified: no, type: recall_at_1
value: 26.365
verified: no, type: recall_at_10
value: 55.616
verified: no, type: recall_at_100
value: 78.129
verified: no, type: recall_at_1000
value: 93.95599999999999
verified: no, type: recall_at_3
value: 40.686
verified: no, type: recall_at_5
value: 47.668
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-webmasters
name: MTEB CQADupstackWebmastersRetrieval
config: default
split: test
revision: 160c094312a0e1facb97e55eeddb698c0abe3571
metrics: type: map_at_1
value: 22.750999999999998
verified: no, type: map_at_10
value: 33.446
verified: no, type: map_at_100
value: 35.235
verified: no, type: map_at_1000
value: 35.478
verified: no, type: map_at_3
value: 29.358
verified: no, type: map_at_5
value: 31.525
verified: no, type: mrr_at_1
value: 27.668
verified: no, type: mrr_at_10
value: 37.694
verified: no, type: mrr_at_100
value: 38.732
verified: no, type: mrr_at_1000
value: 38.779
verified: no, type: mrr_at_3
value: 34.223
verified: no, type: mrr_at_5
value: 36.08
verified: no, type: ndcg_at_1
value: 27.668
verified: no, type: ndcg_at_10
value: 40.557
verified: no, type: ndcg_at_100
value: 46.605999999999995
verified: no, type: ndcg_at_1000
value: 48.917
verified: no, type: ndcg_at_3
value: 33.677
verified: no, type: ndcg_at_5
value: 36.85
verified: no, type: precision_at_1
value: 27.668
verified: no, type: precision_at_10
value: 8.3
verified: no, type: precision_at_100
value: 1.6260000000000001
verified: no, type: precision_at_1000
value: 0.253
verified: no, type: precision_at_3
value: 16.008
verified: no, type: precision_at_5
value: 12.292
verified: no, type: recall_at_1
value: 22.750999999999998
verified: no, type: recall_at_10
value: 55.643
verified: no, type: recall_at_100
value: 82.151
verified: no, type: recall_at_1000
value: 95.963
verified: no, type: recall_at_3
value: 36.623
verified: no, type: recall_at_5
value: 44.708
verified: no, task: type: Retrieval
dataset: type: mteb/cqadupstack-wordpress
name: MTEB CQADupstackWordpressRetrieval
config: default
split: test
revision: 4ffe81d471b1924886b33c7567bfb200e9eec5c4
metrics: type: map_at_1
value: 17.288999999999998
verified: no, type: map_at_10
value: 25.903
verified: no, type: map_at_100
value: 27.071
verified: no, type: map_at_1000
value: 27.173000000000002
verified: no, type: map_at_3
value: 22.935
verified: no, type: map_at_5
value: 24.573
verified: no, type: mrr_at_1
value: 18.669
verified: no, type: mrr_at_10
value: 27.682000000000002
verified: no, type: mrr_at_100
value: 28.691
verified: no, type: mrr_at_1000
value: 28.761
verified: no, type: mrr_at_3
value: 24.738
verified: no, type: mrr_at_5
value: 26.392
verified: no, type: ndcg_at_1
value: 18.669
verified: no, type: ndcg_at_10
value: 31.335
verified: no, type: ndcg_at_100
value: 36.913000000000004
verified: no, type: ndcg_at_1000
value: 39.300000000000004
verified: no, type: ndcg_at_3
value: 25.423000000000002
verified: no, type: ndcg_at_5
value: 28.262999999999998
verified: no, type: precision_at_1
value: 18.669
verified: no, type: precision_at_10
value: 5.379
verified: no, type: precision_at_100
value: 0.876
verified: no, type: precision_at_1000
value: 0.11900000000000001
verified: no, type: precision_at_3
value: 11.214
verified: no, type: precision_at_5
value: 8.466
verified: no, type: recall_at_1
value: 17.288999999999998
verified: no, type: recall_at_10
value: 46.377
verified: no, type: recall_at_100
value: 71.53500000000001
verified: no, type: recall_at_1000
value: 88.947
verified: no, type: recall_at_3
value: 30.581999999999997
verified: no, type: recall_at_5
value: 37.354
verified: no, task: type: Retrieval
dataset: type: mteb/climate-fever
name: MTEB ClimateFEVER
config: default
split: test
revision: 47f2ac6acb640fc46020b02a5b59fdda04d39380
metrics: type: map_at_1
value: 21.795
verified: no, type: map_at_10
value: 37.614999999999995
verified: no, type: map_at_100
value: 40.037
verified: no, type: map_at_1000
value: 40.184999999999995
verified: no, type: map_at_3
value: 32.221
verified: no, type: map_at_5
value: 35.154999999999994
verified: no, type: mrr_at_1
value: 50.358000000000004
verified: no, type: mrr_at_10
value: 62.129
verified: no, type: mrr_at_100
value: 62.613
verified: no, type: mrr_at_1000
value: 62.62
verified: no, type: mrr_at_3
value: 59.272999999999996
verified: no, type: mrr_at_5
value: 61.138999999999996
verified: no, type: ndcg_at_1
value: 50.358000000000004
verified: no, type: ndcg_at_10
value: 48.362
verified: no, type: ndcg_at_100
value: 55.932
verified: no, type: ndcg_at_1000
value: 58.062999999999995
verified: no, type: ndcg_at_3
value: 42.111
verified: no, type: ndcg_at_5
value: 44.063
verified: no, type: precision_at_1
value: 50.358000000000004
verified: no, type: precision_at_10
value: 14.677999999999999
verified: no, type: precision_at_100
value: 2.2950000000000004
verified: no, type: precision_at_1000
value: 0.271
verified: no, type: precision_at_3
value: 31.77
verified: no, type: precision_at_5
value: 23.375
verified: no, type: recall_at_1
value: 21.795
verified: no, type: recall_at_10
value: 53.846000000000004
verified: no, type: recall_at_100
value: 78.952
verified: no, type: recall_at_1000
value: 90.41900000000001
verified: no, type: recall_at_3
value: 37.257
verified: no, type: recall_at_5
value: 44.661
verified: no, task: type: Retrieval
dataset: type: mteb/dbpedia
name: MTEB DBPedia
config: default
split: test
revision: c0f706b76e590d620bd6618b3ca8efdd34e2d659
metrics: type: map_at_1
value: 9.728
verified: no, type: map_at_10
value: 22.691
verified: no, type: map_at_100
value: 31.734
verified: no, type: map_at_1000
value: 33.464
verified: no, type: map_at_3
value: 16.273
verified: no, type: map_at_5
value: 19.016
verified: no, type: mrr_at_1
value: 73.25
verified: no, type: mrr_at_10
value: 80.782
verified: no, type: mrr_at_100
value: 81.01899999999999
verified: no, type: mrr_at_1000
value: 81.021
verified: no, type: mrr_at_3
value: 79.583
verified: no, type: mrr_at_5
value: 80.146
verified: no, type: ndcg_at_1
value: 59.62499999999999
verified: no, type: ndcg_at_10
value: 46.304
verified: no, type: ndcg_at_100
value: 51.23
verified: no, type: ndcg_at_1000
value: 58.048
verified: no, type: ndcg_at_3
value: 51.541000000000004
verified: no, type: ndcg_at_5
value: 48.635
verified: no, type: precision_at_1
value: 73.25
verified: no, type: precision_at_10
value: 36.375
verified: no, type: precision_at_100
value: 11.53
verified: no, type: precision_at_1000
value: 2.23
verified: no, type: precision_at_3
value: 55.583000000000006
verified: no, type: precision_at_5
value: 47.15
verified: no, type: recall_at_1
value: 9.728
verified: no, type: recall_at_10
value: 28.793999999999997
verified: no, type: recall_at_100
value: 57.885
verified: no, type: recall_at_1000
value: 78.759
verified: no, type: recall_at_3
value: 17.79
verified: no, type: recall_at_5
value: 21.733
verified: no, task: type: Classification
dataset: type: mteb/emotion
name: MTEB EmotionClassification
config: default
split: test
revision: 4f58c6b202a23cf9a4da393831edf4f9183cad37
metrics: type: accuracy
value: 46.775
verified: no, type: f1
value: 41.89794273264891
verified: no, task: type: Retrieval
dataset: type: mteb/fever
name: MTEB FEVER
config: default
split: test
revision: bea83ef9e8fb933d90a2f1d5515737465d613e12
metrics: type: map_at_1
value: 85.378
verified: no, type: map_at_10
value: 91.51
verified: no, type: map_at_100
value: 91.666
verified: no, type: map_at_1000
value: 91.676
verified: no, type: map_at_3
value: 90.757
verified: no, type: map_at_5
value: 91.277
verified: no, type: mrr_at_1
value: 91.839
verified: no, type: mrr_at_10
value: 95.49
verified: no, type: mrr_at_100
value: 95.493
verified: no, type: mrr_at_1000
value: 95.493
verified: no, type: mrr_at_3
value: 95.345
verified: no, type: mrr_at_5
value: 95.47200000000001
verified: no, type: ndcg_at_1
value: 91.839
verified: no, type: ndcg_at_10
value: 93.806
verified: no, type: ndcg_at_100
value: 94.255
verified: no, type: ndcg_at_1000
value: 94.399
verified: no, type: ndcg_at_3
value: 93.027
verified: no, type: ndcg_at_5
value: 93.51
verified: no, type: precision_at_1
value: 91.839
verified: no, type: precision_at_10
value: 10.93
verified: no, type: precision_at_100
value: 1.1400000000000001
verified: no, type: precision_at_1000
value: 0.117
verified: no, type: precision_at_3
value: 34.873
verified: no, type: precision_at_5
value: 21.44
verified: no, type: recall_at_1
value: 85.378
verified: no, type: recall_at_10
value: 96.814
verified: no, type: recall_at_100
value: 98.386
verified: no, type: recall_at_1000
value: 99.21600000000001
verified: no, type: recall_at_3
value: 94.643
verified: no, type: recall_at_5
value: 95.976
verified: no, task: type: Retrieval
dataset: type: mteb/fiqa
name: MTEB FiQA2018
config: default
split: test
revision: 27a168819829fe9bcd655c2df245fb19452e8e06
metrics: type: map_at_1
value: 32.190000000000005
verified: no, type: map_at_10
value: 53.605000000000004
verified: no, type: map_at_100
value: 55.550999999999995
verified: no, type: map_at_1000
value: 55.665
verified: no, type: map_at_3
value: 46.62
verified: no, type: map_at_5
value: 50.517999999999994
verified: no, type: mrr_at_1
value: 60.34
verified: no, type: mrr_at_10
value: 70.775
verified: no, type: mrr_at_100
value: 71.238
verified: no, type: mrr_at_1000
value: 71.244
verified: no, type: mrr_at_3
value: 68.72399999999999
verified: no, type: mrr_at_5
value: 69.959
verified: no, type: ndcg_at_1
value: 60.34
verified: no, type: ndcg_at_10
value: 63.226000000000006
verified: no, type: ndcg_at_100
value: 68.60300000000001
verified: no, type: ndcg_at_1000
value: 69.901
verified: no, type: ndcg_at_3
value: 58.048
verified: no, type: ndcg_at_5
value: 59.789
verified: no, type: precision_at_1
value: 60.34
verified: no, type: precision_at_10
value: 17.130000000000003
verified: no, type: precision_at_100
value: 2.29
verified: no, type: precision_at_1000
value: 0.256
verified: no, type: precision_at_3
value: 38.323
verified: no, type: precision_at_5
value: 27.87
verified: no, type: recall_at_1
value: 32.190000000000005
verified: no, type: recall_at_10
value: 73.041
verified: no, type: recall_at_100
value: 91.31
verified: no, type: recall_at_1000
value: 98.104
verified: no, type: recall_at_3
value: 53.70399999999999
verified: no, type: recall_at_5
value: 62.358999999999995
verified: no, task: type: Retrieval
dataset: type: mteb/hotpotqa
name: MTEB HotpotQA
config: default
split: test
revision: ab518f4d6fcca38d87c25209f94beba119d02014
metrics: type: map_at_1
value: 43.511
verified: no, type: map_at_10
value: 58.15
verified: no, type: map_at_100
value: 58.95399999999999
verified: no, type: map_at_1000
value: 59.018
verified: no, type: map_at_3
value: 55.31700000000001
verified: no, type: map_at_5
value: 57.04900000000001
verified: no, type: mrr_at_1
value: 87.022
verified: no, type: mrr_at_10
value: 91.32000000000001
verified: no, type: mrr_at_100
value: 91.401
verified: no, type: mrr_at_1000
value: 91.403
verified: no, type: mrr_at_3
value: 90.77
verified: no, type: mrr_at_5
value: 91.156
verified: no, type: ndcg_at_1
value: 87.022
verified: no, type: ndcg_at_10
value: 68.183
verified: no, type: ndcg_at_100
value: 70.781
verified: no, type: ndcg_at_1000
value: 72.009
verified: no, type: ndcg_at_3
value: 64.334
verified: no, type: ndcg_at_5
value: 66.449
verified: no, type: precision_at_1
value: 87.022
verified: no, type: precision_at_10
value: 13.406
verified: no, type: precision_at_100
value: 1.542
verified: no, type: precision_at_1000
value: 0.17099999999999999
verified: no, type: precision_at_3
value: 39.023
verified: no, type: precision_at_5
value: 25.080000000000002
verified: no, type: recall_at_1
value: 43.511
verified: no, type: recall_at_10
value: 67.02900000000001
verified: no, type: recall_at_100
value: 77.11
verified: no, type: recall_at_1000
value: 85.294
verified: no, type: recall_at_3
value: 58.535000000000004
verified: no, type: recall_at_5
value: 62.70099999999999
verified: no, task: type: Classification
dataset: type: mteb/imdb
name: MTEB ImdbClassification
config: default
split: test
revision: 3d86128a09e091d6018b6d26cad27f2739fc2db7
metrics: type: accuracy
value: 92.0996
verified: no, type: ap
value: 87.86206089096373
verified: no, type: f1
value: 92.07554547510763
verified: no, task: type: Retrieval
dataset: type: mteb/msmarco
name: MTEB MSMARCO
config: default
split: dev
revision: c5a29a104738b98a9e76336939199e264163d4a0
metrics: type: map_at_1
value: 23.179
verified: no, type: map_at_10
value: 35.86
verified: no, type: map_at_100
value: 37.025999999999996
verified: no, type: map_at_1000
value: 37.068
verified: no, type: map_at_3
value: 31.921
verified: no, type: map_at_5
value: 34.172000000000004
verified: no, type: mrr_at_1
value: 23.926
verified: no, type: mrr_at_10
value: 36.525999999999996
verified: no, type: mrr_at_100
value: 37.627
verified: no, type: mrr_at_1000
value: 37.665
verified: no, type: mrr_at_3
value: 32.653
verified: no, type: mrr_at_5
value: 34.897
verified: no, type: ndcg_at_1
value: 23.910999999999998
verified: no, type: ndcg_at_10
value: 42.927
verified: no, type: ndcg_at_100
value: 48.464
verified: no, type: ndcg_at_1000
value: 49.533
verified: no, type: ndcg_at_3
value: 34.910000000000004
verified: no, type: ndcg_at_5
value: 38.937
verified: no, type: precision_at_1
value: 23.910999999999998
verified: no, type: precision_at_10
value: 6.758
verified: no, type: precision_at_100
value: 0.9520000000000001
verified: no, type: precision_at_1000
value: 0.104
verified: no, type: precision_at_3
value: 14.838000000000001
verified: no, type: precision_at_5
value: 10.934000000000001
verified: no, type: recall_at_1
value: 23.179
verified: no, type: recall_at_10
value: 64.622
verified: no, type: recall_at_100
value: 90.135
verified: no, type: recall_at_1000
value: 98.301
verified: no, type: recall_at_3
value: 42.836999999999996
verified: no, type: recall_at_5
value: 52.512
verified: no, task: type: Classification
dataset: type: mteb/mtop_domain
name: MTEB MTOPDomainClassification (en)
config: en
split: test
revision: d80d48c1eb48d3562165c59d59d0034df9fff0bf
metrics: type: accuracy
value: 96.59598723210215
verified: no, type: f1
value: 96.41913500001952
verified: no, task: type: Classification
dataset: type: mteb/mtop_intent
name: MTEB MTOPIntentClassification (en)
config: en
split: test
revision: ae001d0e6b1228650b7bd1c2c65fb50ad11a8aba
metrics: type: accuracy
value: 82.89557683538533
verified: no, type: f1
value: 63.379319722356264
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: 78.93745796906524
verified: no, type: f1
value: 75.71616541785902
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: 81.41223940820443
verified: no, type: f1
value: 81.2877893719078
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: 35.03682528325662
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: 32.942529406124
verified: no, task: type: Reranking
dataset: type: mteb/mind_small
name: MTEB MindSmallReranking
config: default
split: test
revision: 3bdac13927fdc888b903db93b2ffdbd90b295a69
metrics: type: map
value: 31.459949660460317
verified: no, type: mrr
value: 32.70509582031616
verified: no, task: type: Retrieval
dataset: type: mteb/nfcorpus
name: MTEB NFCorpus
config: default
split: test
revision: ec0fa4fe99da2ff19ca1214b7966684033a58814
metrics: type: map_at_1
value: 6.497
verified: no, type: map_at_10
value: 13.843
verified: no, type: map_at_100
value: 17.713
verified: no, type: map_at_1000
value: 19.241
verified: no, type: map_at_3
value: 10.096
verified: no, type: map_at_5
value: 11.85
verified: no, type: mrr_at_1
value: 48.916
verified: no, type: mrr_at_10
value: 57.764
verified: no, type: mrr_at_100
value: 58.251
verified: no, type: mrr_at_1000
value: 58.282999999999994
verified: no, type: mrr_at_3
value: 55.623999999999995
verified: no, type: mrr_at_5
value: 57.018
verified: no, type: ndcg_at_1
value: 46.594
verified: no, type: ndcg_at_10
value: 36.945
verified: no, type: ndcg_at_100
value: 34.06
verified: no, type: ndcg_at_1000
value: 43.05
verified: no, type: ndcg_at_3
value: 41.738
verified: no, type: ndcg_at_5
value: 39.330999999999996
verified: no, type: precision_at_1
value: 48.916
verified: no, type: precision_at_10
value: 27.43
verified: no, type: precision_at_100
value: 8.616
verified: no, type: precision_at_1000
value: 2.155
verified: no, type: precision_at_3
value: 39.112
verified: no, type: precision_at_5
value: 33.808
verified: no, type: recall_at_1
value: 6.497
verified: no, type: recall_at_10
value: 18.163
verified: no, type: recall_at_100
value: 34.566
verified: no, type: recall_at_1000
value: 67.15
verified: no, type: recall_at_3
value: 11.100999999999999
verified: no, type: recall_at_5
value: 14.205000000000002
verified: no, task: type: Retrieval
dataset: type: mteb/nq
name: MTEB NQ
config: default
split: test
revision: b774495ed302d8c44a3a7ea25c90dbce03968f31
metrics: type: map_at_1
value: 31.916
verified: no, type: map_at_10
value: 48.123
verified: no, type: map_at_100
value: 49.103
verified: no, type: map_at_1000
value: 49.131
verified: no, type: map_at_3
value: 43.711
verified: no, type: map_at_5
value: 46.323
verified: no, type: mrr_at_1
value: 36.181999999999995
verified: no, type: mrr_at_10
value: 50.617999999999995
verified: no, type: mrr_at_100
value: 51.329
verified: no, type: mrr_at_1000
value: 51.348000000000006
verified: no, type: mrr_at_3
value: 47.010999999999996
verified: no, type: mrr_at_5
value: 49.175000000000004
verified: no, type: ndcg_at_1
value: 36.181999999999995
verified: no, type: ndcg_at_10
value: 56.077999999999996
verified: no, type: ndcg_at_100
value: 60.037
verified: no, type: ndcg_at_1000
value: 60.63499999999999
verified: no, type: ndcg_at_3
value: 47.859
verified: no, type: ndcg_at_5
value: 52.178999999999995
verified: no, type: precision_at_1
value: 36.181999999999995
verified: no, type: precision_at_10
value: 9.284
verified: no, type: precision_at_100
value: 1.149
verified: no, type: precision_at_1000
value: 0.121
verified: no, type: precision_at_3
value: 22.006999999999998
verified: no, type: precision_at_5
value: 15.695
verified: no, type: recall_at_1
value: 31.916
verified: no, type: recall_at_10
value: 77.771
verified: no, type: recall_at_100
value: 94.602
verified: no, type: recall_at_1000
value: 98.967
verified: no, type: recall_at_3
value: 56.528
verified: no, type: recall_at_5
value: 66.527
verified: no, task: type: Retrieval
dataset: type: mteb/quora
name: MTEB QuoraRetrieval
config: default
split: test
revision: None
metrics: type: map_at_1
value: 71.486
verified: no, type: map_at_10
value: 85.978
verified: no, type: map_at_100
value: 86.587
verified: no, type: map_at_1000
value: 86.598
verified: no, type: map_at_3
value: 83.04899999999999
verified: no, type: map_at_5
value: 84.857
verified: no, type: mrr_at_1
value: 82.32000000000001
verified: no, type: mrr_at_10
value: 88.64
verified: no, type: mrr_at_100
value: 88.702
verified: no, type: mrr_at_1000
value: 88.702
verified: no, type: mrr_at_3
value: 87.735
verified: no, type: mrr_at_5
value: 88.36
verified: no, type: ndcg_at_1
value: 82.34
verified: no, type: ndcg_at_10
value: 89.67
verified: no, type: ndcg_at_100
value: 90.642
verified: no, type: ndcg_at_1000
value: 90.688
verified: no, type: ndcg_at_3
value: 86.932
verified: no, type: ndcg_at_5
value: 88.408
verified: no, type: precision_at_1
value: 82.34
verified: no, type: precision_at_10
value: 13.675999999999998
verified: no, type: precision_at_100
value: 1.544
verified: no, type: precision_at_1000
value: 0.157
verified: no, type: precision_at_3
value: 38.24
verified: no, type: precision_at_5
value: 25.068
verified: no, type: recall_at_1
value: 71.486
verified: no, type: recall_at_10
value: 96.844
verified: no, type: recall_at_100
value: 99.843
verified: no, type: recall_at_1000
value: 99.996
verified: no, type: recall_at_3
value: 88.92099999999999
verified: no, type: recall_at_5
value: 93.215
verified: no, task: type: Clustering
dataset: type: mteb/reddit-clustering
name: MTEB RedditClustering
config: default
split: test
revision: 24640382cdbf8abc73003fb0fa6d111a705499eb
metrics: type: v_measure
value: 59.75758437908334
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: 68.03497914092789
verified: no, task: type: Retrieval
dataset: type: mteb/scidocs
name: MTEB SCIDOCS
config: default
split: test
revision: None
metrics: type: map_at_1
value: 5.808
verified: no, type: map_at_10
value: 16.059
verified: no, type: map_at_100
value: 19.048000000000002
verified: no, type: map_at_1000
value: 19.43
verified: no, type: map_at_3
value: 10.953
verified: no, type: map_at_5
value: 13.363
verified: no, type: mrr_at_1
value: 28.7
verified: no, type: mrr_at_10
value: 42.436
verified: no, type: mrr_at_100
value: 43.599
verified: no, type: mrr_at_1000
value: 43.62
verified: no, type: mrr_at_3
value: 38.45
verified: no, type: mrr_at_5
value: 40.89
verified: no, type: ndcg_at_1
value: 28.7
verified: no, type: ndcg_at_10
value: 26.346000000000004
verified: no, type: ndcg_at_100
value: 36.758
verified: no, type: ndcg_at_1000
value: 42.113
verified: no, type: ndcg_at_3
value: 24.254
verified: no, type: ndcg_at_5
value: 21.506
verified: no, type: precision_at_1
value: 28.7
verified: no, type: precision_at_10
value: 13.969999999999999
verified: no, type: precision_at_100
value: 2.881
verified: no, type: precision_at_1000
value: 0.414
verified: no, type: precision_at_3
value: 22.933
verified: no, type: precision_at_5
value: 19.220000000000002
verified: no, type: recall_at_1
value: 5.808
verified: no, type: recall_at_10
value: 28.310000000000002
verified: no, type: recall_at_100
value: 58.475
verified: no, type: recall_at_1000
value: 84.072
verified: no, type: recall_at_3
value: 13.957
verified: no, type: recall_at_5
value: 19.515
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: 82.39274129958557
verified: no, type: cos_sim_spearman
value: 79.78021235170053
verified: no, type: euclidean_pearson
value: 79.35335401300166
verified: no, type: euclidean_spearman
value: 79.7271870968275
verified: no, type: manhattan_pearson
value: 79.35256263340601
verified: no, type: manhattan_spearman
value: 79.76036386976321
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: 83.99130429246708
verified: no, type: cos_sim_spearman
value: 73.88322811171203
verified: no, type: euclidean_pearson
value: 80.7569419170376
verified: no, type: euclidean_spearman
value: 73.82542155409597
verified: no, type: manhattan_pearson
value: 80.79468183847625
verified: no, type: manhattan_spearman
value: 73.87027144047784
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: 84.88548789489907
verified: no, type: cos_sim_spearman
value: 85.07535893847255
verified: no, type: euclidean_pearson
value: 84.6637222061494
verified: no, type: euclidean_spearman
value: 85.14200626702456
verified: no, type: manhattan_pearson
value: 84.75327892344734
verified: no, type: manhattan_spearman
value: 85.24406181838596
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: 82.88140039325008
verified: no, type: cos_sim_spearman
value: 79.61211268112362
verified: no, type: euclidean_pearson
value: 81.29639728816458
verified: no, type: euclidean_spearman
value: 79.51284578041442
verified: no, type: manhattan_pearson
value: 81.3381797137111
verified: no, type: manhattan_spearman
value: 79.55683684039808
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: 85.16716737270485
verified: no, type: cos_sim_spearman
value: 86.14823841857738
verified: no, type: euclidean_pearson
value: 85.36325733440725
verified: no, type: euclidean_spearman
value: 86.04919691402029
verified: no, type: manhattan_pearson
value: 85.3147511385052
verified: no, type: manhattan_spearman
value: 86.00676205857764
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: 80.34266645861588
verified: no, type: cos_sim_spearman
value: 81.59914035005882
verified: no, type: euclidean_pearson
value: 81.15053076245988
verified: no, type: euclidean_spearman
value: 81.52776915798489
verified: no, type: manhattan_pearson
value: 81.1819647418673
verified: no, type: manhattan_spearman
value: 81.57479527353556
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: 89.38263326821439
verified: no, type: cos_sim_spearman
value: 89.10946308202642
verified: no, type: euclidean_pearson
value: 88.87831312540068
verified: no, type: euclidean_spearman
value: 89.03615865973664
verified: no, type: manhattan_pearson
value: 88.79835539970384
verified: no, type: manhattan_spearman
value: 88.9766156339753
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: 70.1574915581685
verified: no, type: cos_sim_spearman
value: 70.59144980004054
verified: no, type: euclidean_pearson
value: 71.43246306918755
verified: no, type: euclidean_spearman
value: 70.5544189562984
verified: no, type: manhattan_pearson
value: 71.4071414609503
verified: no, type: manhattan_spearman
value: 70.31799126163712
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: 83.36215796635351
verified: no, type: cos_sim_spearman
value: 83.07276756467208
verified: no, type: euclidean_pearson
value: 83.06690453635584
verified: no, type: euclidean_spearman
value: 82.9635366303289
verified: no, type: manhattan_pearson
value: 83.04994049700815
verified: no, type: manhattan_spearman
value: 82.98120125356036
verified: no, task: type: Reranking
dataset: type: mteb/scidocs-reranking
name: MTEB SciDocsRR
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: map
value: 86.92530011616722
verified: no, type: mrr
value: 96.21826793395421
verified: no, task: type: Retrieval
dataset: type: mteb/scifact
name: MTEB SciFact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: map_at_1
value: 65.75
verified: no, type: map_at_10
value: 77.701
verified: no, type: map_at_100
value: 78.005
verified: no, type: map_at_1000
value: 78.006
verified: no, type: map_at_3
value: 75.48
verified: no, type: map_at_5
value: 76.927
verified: no, type: mrr_at_1
value: 68.333
verified: no, type: mrr_at_10
value: 78.511
verified: no, type: mrr_at_100
value: 78.704
verified: no, type: mrr_at_1000
value: 78.704
verified: no, type: mrr_at_3
value: 77
verified: no, type: mrr_at_5
value: 78.083
verified: no, type: ndcg_at_1
value: 68.333
verified: no, type: ndcg_at_10
value: 82.42699999999999
verified: no, type: ndcg_at_100
value: 83.486
verified: no, type: ndcg_at_1000
value: 83.511
verified: no, type: ndcg_at_3
value: 78.96300000000001
verified: no, type: ndcg_at_5
value: 81.028
verified: no, type: precision_at_1
value: 68.333
verified: no, type: precision_at_10
value: 10.667
verified: no, type: precision_at_100
value: 1.127
verified: no, type: precision_at_1000
value: 0.11299999999999999
verified: no, type: precision_at_3
value: 31.333
verified: no, type: precision_at_5
value: 20.133000000000003
verified: no, type: recall_at_1
value: 65.75
verified: no, type: recall_at_10
value: 95.578
verified: no, type: recall_at_100
value: 99.833
verified: no, type: recall_at_1000
value: 100
verified: no, type: recall_at_3
value: 86.506
verified: no, type: recall_at_5
value: 91.75
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: 99.75247524752476
verified: no, type: cos_sim_ap
value: 94.16065078045173
verified: no, type: cos_sim_f1
value: 87.22986247544205
verified: no, type: cos_sim_precision
value: 85.71428571428571
verified: no, type: cos_sim_recall
value: 88.8
verified: no, type: dot_accuracy
value: 99.74554455445545
verified: no, type: dot_ap
value: 93.90633887037264
verified: no, type: dot_f1
value: 86.9873417721519
verified: no, type: dot_precision
value: 88.1025641025641
verified: no, type: dot_recall
value: 85.9
verified: no, type: euclidean_accuracy
value: 99.75247524752476
verified: no, type: euclidean_ap
value: 94.17466319018055
verified: no, type: euclidean_f1
value: 87.3405299313052
verified: no, type: euclidean_precision
value: 85.74181117533719
verified: no, type: euclidean_recall
value: 89
verified: no, type: manhattan_accuracy
value: 99.75445544554455
verified: no, type: manhattan_ap
value: 94.27688371923577
verified: no, type: manhattan_f1
value: 87.74002954209749
verified: no, type: manhattan_precision
value: 86.42095053346266
verified: no, type: manhattan_recall
value: 89.1
verified: no, type: max_accuracy
value: 99.75445544554455
verified: no, type: max_ap
value: 94.27688371923577
verified: no, type: max_f1
value: 87.74002954209749
verified: no, task: type: Clustering
dataset: type: mteb/stackexchange-clustering
name: MTEB StackExchangeClustering
config: default
split: test
revision: 6cbc1f7b2bc0622f2e39d2c77fa502909748c259
metrics: type: v_measure
value: 71.26500637517056
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: 39.17507906280528
verified: no, task: type: Reranking
dataset: type: mteb/stackoverflowdupquestions-reranking
name: MTEB StackOverflowDupQuestions
config: default
split: test
revision: e185fbe320c72810689fc5848eb6114e1ef5ec69
metrics: type: map
value: 52.4848744828509
verified: no, type: mrr
value: 53.33678168236992
verified: no, task: type: Summarization
dataset: type: mteb/summeval
name: MTEB SummEval
config: default
split: test
revision: cda12ad7615edc362dbf25a00fdd61d3b1eaf93c
metrics: type: cos_sim_pearson
value: 30.599864323827887
verified: no, type: cos_sim_spearman
value: 30.91116204665598
verified: no, type: dot_pearson
value: 30.82637894269936
verified: no, type: dot_spearman
value: 30.957573868416066
verified: no, task: type: Retrieval
dataset: type: mteb/trec-covid
name: MTEB TRECCOVID
config: default
split: test
revision: None
metrics: type: map_at_1
value: 0.23600000000000002
verified: no, type: map_at_10
value: 1.892
verified: no, type: map_at_100
value: 11.586
verified: no, type: map_at_1000
value: 27.761999999999997
verified: no, type: map_at_3
value: 0.653
verified: no, type: map_at_5
value: 1.028
verified: no, type: mrr_at_1
value: 88
verified: no, type: mrr_at_10
value: 94
verified: no, type: mrr_at_100
value: 94
verified: no, type: mrr_at_1000
value: 94
verified: no, type: mrr_at_3
value: 94
verified: no, type: mrr_at_5
value: 94
verified: no, type: ndcg_at_1
value: 82
verified: no, type: ndcg_at_10
value: 77.48899999999999
verified: no, type: ndcg_at_100
value: 60.141
verified: no, type: ndcg_at_1000
value: 54.228
verified: no, type: ndcg_at_3
value: 82.358
verified: no, type: ndcg_at_5
value: 80.449
verified: no, type: precision_at_1
value: 88
verified: no, type: precision_at_10
value: 82.19999999999999
verified: no, type: precision_at_100
value: 61.760000000000005
verified: no, type: precision_at_1000
value: 23.684
verified: no, type: precision_at_3
value: 88
verified: no, type: precision_at_5
value: 85.6
verified: no, type: recall_at_1
value: 0.23600000000000002
verified: no, type: recall_at_10
value: 2.117
verified: no, type: recall_at_100
value: 14.985000000000001
verified: no, type: recall_at_1000
value: 51.107
verified: no, type: recall_at_3
value: 0.688
verified: no, type: recall_at_5
value: 1.1039999999999999
verified: no, task: type: Retrieval
dataset: type: mteb/touche2020
name: MTEB Touche2020
config: default
split: test
revision: a34f9a33db75fa0cbb21bb5cfc3dae8dc8bec93f
metrics: type: map_at_1
value: 2.3040000000000003
verified: no, type: map_at_10
value: 9.025
verified: no, type: map_at_100
value: 15.312999999999999
verified: no, type: map_at_1000
value: 16.954
verified: no, type: map_at_3
value: 4.981
verified: no, type: map_at_5
value: 6.32
verified: no, type: mrr_at_1
value: 24.490000000000002
verified: no, type: mrr_at_10
value: 39.835
verified: no, type: mrr_at_100
value: 40.8
verified: no, type: mrr_at_1000
value: 40.8
verified: no, type: mrr_at_3
value: 35.034
verified: no, type: mrr_at_5
value: 37.687
verified: no, type: ndcg_at_1
value: 22.448999999999998
verified: no, type: ndcg_at_10
value: 22.545
verified: no, type: ndcg_at_100
value: 35.931999999999995
verified: no, type: ndcg_at_1000
value: 47.665
verified: no, type: ndcg_at_3
value: 23.311
verified: no, type: ndcg_at_5
value: 22.421
verified: no, type: precision_at_1
value: 24.490000000000002
verified: no, type: precision_at_10
value: 20.408
verified: no, type: precision_at_100
value: 7.815999999999999
verified: no, type: precision_at_1000
value: 1.553
verified: no, type: precision_at_3
value: 25.169999999999998
verified: no, type: precision_at_5
value: 23.265
verified: no, type: recall_at_1
value: 2.3040000000000003
verified: no, type: recall_at_10
value: 15.693999999999999
verified: no, type: recall_at_100
value: 48.917
verified: no, type: recall_at_1000
value: 84.964
verified: no, type: recall_at_3
value: 6.026
verified: no, type: recall_at_5
value: 9.066
verified: no, task: type: Classification
dataset: type: mteb/toxic_conversations_50k
name: MTEB ToxicConversationsClassification
config: default
split: test
revision: d7c0de2777da35d6aae2200a62c6e0e5af397c4c
metrics: type: accuracy
value: 82.6074
verified: no, type: ap
value: 23.187467098602013
verified: no, type: f1
value: 65.36829506379657
verified: no, task: type: Classification
dataset: type: mteb/tweet_sentiment_extraction
name: MTEB TweetSentimentExtractionClassification
config: default
split: test
revision: d604517c81ca91fe16a244d1248fc021f9ecee7a
metrics: type: accuracy
value: 63.16355404640635
verified: no, type: f1
value: 63.534725639863346
verified: no, task: type: Clustering
dataset: type: mteb/twentynewsgroups-clustering
name: MTEB TwentyNewsgroupsClustering
config: default
split: test
revision: 6125ec4e24fa026cec8a478383ee943acfbd5449
metrics: type: v_measure
value: 50.91004094411276
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: 86.55301901412649
verified: no, type: cos_sim_ap
value: 75.25312618556728
verified: no, type: cos_sim_f1
value: 68.76561719140429
verified: no, type: cos_sim_precision
value: 65.3061224489796
verified: no, type: cos_sim_recall
value: 72.61213720316623
verified: no, type: dot_accuracy
value: 86.29671574178936
verified: no, type: dot_ap
value: 75.11910195501207
verified: no, type: dot_f1
value: 68.44048376830045
verified: no, type: dot_precision
value: 66.12546125461255
verified: no, type: dot_recall
value: 70.92348284960423
verified: no, type: euclidean_accuracy
value: 86.5828217202122
verified: no, type: euclidean_ap
value: 75.22986344900924
verified: no, type: euclidean_f1
value: 68.81267797449549
verified: no, type: euclidean_precision
value: 64.8238861674831
verified: no, type: euclidean_recall
value: 73.3245382585752
verified: no, type: manhattan_accuracy
value: 86.61262442629791
verified: no, type: manhattan_ap
value: 75.24401608557328
verified: no, type: manhattan_f1
value: 68.80473982483257
verified: no, type: manhattan_precision
value: 67.21187720181177
verified: no, type: manhattan_recall
value: 70.47493403693932
verified: no, type: max_accuracy
value: 86.61262442629791
verified: no, type: max_ap
value: 75.25312618556728
verified: no, type: max_f1
value: 68.81267797449549
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: 88.10688089416696
verified: no, type: cos_sim_ap
value: 84.17862178779863
verified: no, type: cos_sim_f1
value: 76.17305208781748
verified: no, type: cos_sim_precision
value: 71.31246641590543
verified: no, type: cos_sim_recall
value: 81.74468740375731
verified: no, type: dot_accuracy
value: 88.1844995536927
verified: no, type: dot_ap
value: 84.33816725235876
verified: no, type: dot_f1
value: 76.43554032918746
verified: no, type: dot_precision
value: 74.01557767200346
verified: no, type: dot_recall
value: 79.0190945488143
verified: no, type: euclidean_accuracy
value: 88.07001203089223
verified: no, type: euclidean_ap
value: 84.12267000814985
verified: no, type: euclidean_f1
value: 76.12232600180778
verified: no, type: euclidean_precision
value: 74.50604541433205
verified: no, type: euclidean_recall
value: 77.81028641823221
verified: no, type: manhattan_accuracy
value: 88.06419063142779
verified: no, type: manhattan_ap
value: 84.11648917164187
verified: no, type: manhattan_f1
value: 76.20579953925474
verified: no, type: manhattan_precision
value: 72.56772755762935
verified: no, type: manhattan_recall
value: 80.22790267939637
verified: no, type: max_accuracy
value: 88.1844995536927
verified: no, type: max_ap
value: 84.33816725235876
verified: no, type: max_f1
value: 76.43554032918746
verified: no
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Created: 2024-04-20 02:54:30