Model: willalexm/potion-base-8M-stf
Author: willalexm
Library: model2vec
Tags: model2vec, onnx, safetensors, embeddings, static-embeddings, mteb, sentence-transformers, license:mit, model-index, region:us
Card metadata: library_name: model2vec
license: mit
tags: embeddings, static-embeddings, mteb, sentence-transformers
model-index: name: potion-base-8M
results: task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (en-ext)
type: mteb/amazon_counterfactual
config: en-ext
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 72.15142428785607
verified: no, type: ap
value: 20.626102291010103
verified: no, type: ap_weighted
value: 20.626102291010103
verified: no, type: f1
value: 59.187001923736894
verified: no, type: f1_weighted
value: 77.34906471545477
verified: no, type: main_score
value: 72.15142428785607
verified: no, task: type: Classification
dataset: name: MTEB AmazonCounterfactualClassification (en)
type: mteb/amazon_counterfactual
config: en
split: test
revision: e8379541af4e31359cca9fbcf4b00f2671dba205
metrics: type: accuracy
value: 71.7910447761194
verified: no, type: ap
value: 33.038020188116036
verified: no, type: ap_weighted
value: 33.038020188116036
verified: no, type: f1
value: 65.03799728338926
verified: no, type: f1_weighted
value: 74.32788084269461
verified: no, type: main_score
value: 71.7910447761194
verified: no, task: type: Classification
dataset: name: MTEB AmazonPolarityClassification (default)
type: mteb/amazon_polarity
config: default
split: test
revision: e2d317d38cd51312af73b3d32a06d1a08b442046
metrics: type: accuracy
value: 72.47644999999999
verified: no, type: ap
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verified: no, type: ap_weighted
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verified: no, type: f1
value: 72.2600863044581
verified: no, type: f1_weighted
value: 72.2600863044581
verified: no, type: main_score
value: 72.47644999999999
verified: no, task: type: Classification
dataset: name: MTEB AmazonReviewsClassification (en)
type: mteb/amazon_reviews_multi
config: en
split: test
revision: 1399c76144fd37290681b995c656ef9b2e06e26d
metrics: type: accuracy
value: 36.012
verified: no, type: f1
value: 35.38209336470206
verified: no, type: f1_weighted
value: 35.38209336470206
verified: no, type: main_score
value: 36.012
verified: no, task: type: Retrieval
dataset: name: MTEB ArguAna (default)
type: mteb/arguana
config: default
split: test
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
metrics: type: main_score
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verified: no, type: map_at_1
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_20
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: ndcg_at_100
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verified: no, type: ndcg_at_1000
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verified: no, type: ndcg_at_20
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verified: no, type: precision_at_1
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verified: no, type: precision_at_1000
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verified: no, type: precision_at_3
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verified: no, type: precision_at_5
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verified: no, type: recall_at_1
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verified: no, type: recall_at_10
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verified: no, type: recall_at_100
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verified: no, type: recall_at_1000
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verified: no, type: recall_at_20
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verified: no, type: recall_at_3
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verified: no, type: recall_at_5
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verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringP2P (default)
type: mteb/arxiv-clustering-p2p
config: default
split: test
revision: a122ad7f3f0291bf49cc6f4d32aa80929df69d5d
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Clustering
dataset: name: MTEB ArxivClusteringS2S (default)
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config: default
split: test
revision: f910caf1a6075f7329cdf8c1a6135696f37dbd53
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verified: no, type: v_measure
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verified: no, type: v_measure_std
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verified: no, task: type: Reranking
dataset: name: MTEB AskUbuntuDupQuestions (default)
type: mteb/askubuntudupquestions-reranking
config: default
split: test
revision: 2000358ca161889fa9c082cb41daa8dcfb161a54
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verified: no, type: map
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verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_mrr_diff1
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verified: no, type: nAUC_mrr_max
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verified: no, type: nAUC_mrr_std
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verified: no, task: type: STS
dataset: name: MTEB BIOSSES (default)
type: mteb/biosses-sts
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
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verified: no, type: cosine_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: Classification
dataset: name: MTEB Banking77Classification (default)
type: mteb/banking77
config: default
split: test
revision: 0fd18e25b25c072e09e0d92ab615fda904d66300
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verified: no, type: f1
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verified: no, type: f1_weighted
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verified: no, type: main_score
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verified: no, task: type: Clustering
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split: test
revision: 65b79d1d13f80053f67aca9498d9402c2d9f1f40
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verified: no, task: type: Clustering
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split: test
revision: 258694dd0231531bc1fd9de6ceb52a0853c6d908
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verified: no, task: type: Retrieval
dataset: name: MTEB CQADupstackAndroidRetrieval (default)
type: mteb/cqadupstack-android
config: default
split: test
revision: f46a197baaae43b4f621051089b82a364682dfeb
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type: mteb/sickr-sts
config: default
split: test
revision: 20a6d6f312dd54037fe07a32d58e5e168867909d
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split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
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config: default
split: test
revision: 7e90230a92c190f1bf69ae9002b8cea547a64cca
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config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
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type: mteb/sts15-sts
config: default
split: test
revision: ae752c7c21bf194d8b67fd573edf7ae58183cbe3
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type: mteb/sts16-sts
config: default
split: test
revision: 4d8694f8f0e0100860b497b999b3dbed754a0513
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config: es-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
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verified: no, type: spearman
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verified: no, task: type: STS
dataset: name: MTEB STS17 (en-en)
type: mteb/sts17-crosslingual-sts
config: en-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 84.67406984717113
verified: no, type: cosine_spearman
value: 85.96709815630739
verified: no, type: euclidean_pearson
value: 84.7186375682207
verified: no, type: euclidean_spearman
value: 85.96709815630739
verified: no, type: main_score
value: 85.96709815630739
verified: no, type: manhattan_pearson
value: 85.07894758059129
verified: no, type: manhattan_spearman
value: 86.57110045700985
verified: no, type: pearson
value: 84.67406984717113
verified: no, type: spearman
value: 85.96709815630739
verified: no, task: type: STS
dataset: name: MTEB STS17 (fr-en)
type: mteb/sts17-crosslingual-sts
config: fr-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 36.02331692863771
verified: no, type: cosine_spearman
value: 34.28540470062557
verified: no, type: euclidean_pearson
value: 35.996881386631514
verified: no, type: euclidean_spearman
value: 34.28540470062557
verified: no, type: main_score
value: 34.28540470062557
verified: no, type: manhattan_pearson
value: 35.47246063445784
verified: no, type: manhattan_spearman
value: 34.83247787211397
verified: no, type: pearson
value: 36.02331692863771
verified: no, type: spearman
value: 34.28540470062557
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-tr)
type: mteb/sts17-crosslingual-sts
config: en-tr
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 13.925983981770388
verified: no, type: cosine_spearman
value: 11.193291331109325
verified: no, type: euclidean_pearson
value: 13.9151651239108
verified: no, type: euclidean_spearman
value: 11.193291331109325
verified: no, type: main_score
value: 11.193291331109325
verified: no, type: manhattan_pearson
value: 12.652407957594654
verified: no, type: manhattan_spearman
value: 9.888358907769014
verified: no, type: pearson
value: 13.925983981770388
verified: no, type: spearman
value: 11.193291331109325
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-de)
type: mteb/sts17-crosslingual-sts
config: en-de
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 26.77839285232968
verified: no, type: cosine_spearman
value: 23.010015986939717
verified: no, type: euclidean_pearson
value: 27.13668235790385
verified: no, type: euclidean_spearman
value: 23.010015986939717
verified: no, type: main_score
value: 23.010015986939717
verified: no, type: manhattan_pearson
value: 27.02698710744775
verified: no, type: manhattan_spearman
value: 23.038730409304936
verified: no, type: pearson
value: 26.77839285232968
verified: no, type: spearman
value: 23.010015986939717
verified: no, task: type: STS
dataset: name: MTEB STS17 (it-en)
type: mteb/sts17-crosslingual-sts
config: it-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 25.330935194314364
verified: no, type: cosine_spearman
value: 23.143555348782797
verified: no, type: euclidean_pearson
value: 24.670147594978143
verified: no, type: euclidean_spearman
value: 23.143555348782797
verified: no, type: main_score
value: 23.143555348782797
verified: no, type: manhattan_pearson
value: 24.879695698914418
verified: no, type: manhattan_spearman
value: 25.916630507885134
verified: no, type: pearson
value: 25.330935194314364
verified: no, type: spearman
value: 23.143555348782797
verified: no, task: type: STS
dataset: name: MTEB STS17 (en-ar)
type: mteb/sts17-crosslingual-sts
config: en-ar
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 6.61651078645899
verified: no, type: cosine_spearman
value: 5.415104433010482
verified: no, type: euclidean_pearson
value: 6.791575957480809
verified: no, type: euclidean_spearman
value: 5.415104433010482
verified: no, type: main_score
value: 5.415104433010482
verified: no, type: manhattan_pearson
value: 3.6585407382250987
verified: no, type: manhattan_spearman
value: 4.566044103659472
verified: no, type: pearson
value: 6.61651078645899
verified: no, type: spearman
value: 5.415104433010482
verified: no, task: type: STS
dataset: name: MTEB STS17 (nl-en)
type: mteb/sts17-crosslingual-sts
config: nl-en
split: test
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
metrics: type: cosine_pearson
value: 32.718045784523184
verified: no, type: cosine_spearman
value: 27.52844368619317
verified: no, type: euclidean_pearson
value: 32.98978359596458
verified: no, type: euclidean_spearman
value: 27.52844368619317
verified: no, type: main_score
value: 27.52844368619317
verified: no, type: manhattan_pearson
value: 35.57923949366344
verified: no, type: manhattan_spearman
value: 34.27137422651138
verified: no, type: pearson
value: 32.718045784523184
verified: no, type: spearman
value: 27.52844368619317
verified: no, task: type: STS
dataset: name: MTEB STS22 (es-en)
type: mteb/sts22-crosslingual-sts
config: es-en
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
metrics: type: cosine_pearson
value: 9.98410299881163
verified: no, type: cosine_spearman
value: 10.98684405086525
verified: no, type: euclidean_pearson
value: 9.461680781495218
verified: no, type: euclidean_spearman
value: 10.9925413190658
verified: no, type: main_score
value: 10.98684405086525
verified: no, type: manhattan_pearson
value: 9.442055271895944
verified: no, type: manhattan_spearman
value: 11.226101908391069
verified: no, type: pearson
value: 9.98410299881163
verified: no, type: spearman
value: 10.98684405086525
verified: no, task: type: STS
dataset: name: MTEB STS22 (en)
type: mteb/sts22-crosslingual-sts
config: en
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
metrics: type: cosine_pearson
value: 59.3180680265132
verified: no, type: cosine_spearman
value: 63.07956002739231
verified: no, type: euclidean_pearson
value: 62.46424835000928
verified: no, type: euclidean_spearman
value: 63.07956002739231
verified: no, type: main_score
value: 63.07956002739231
verified: no, type: manhattan_pearson
value: 62.048137683643766
verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
value: 63.07956002739231
verified: no, task: type: STS
dataset: name: MTEB STS22 (de-en)
type: mteb/sts22-crosslingual-sts
config: de-en
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
metrics: type: cosine_pearson
value: 29.061215770374826
verified: no, type: cosine_spearman
value: 36.21441725938738
verified: no, type: euclidean_pearson
value: 28.44045530150387
verified: no, type: euclidean_spearman
value: 36.21441725938738
verified: no, type: main_score
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verified: no, type: manhattan_pearson
value: 29.32403221599612
verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
value: 36.21441725938738
verified: no, task: type: STS
dataset: name: MTEB STS22 (zh-en)
type: mteb/sts22-crosslingual-sts
config: zh-en
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
metrics: type: cosine_pearson
value: 11.266385865086239
verified: no, type: cosine_spearman
value: 17.291293843893733
verified: no, type: euclidean_pearson
value: 10.045897285683115
verified: no, type: euclidean_spearman
value: 17.321323804048646
verified: no, type: main_score
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verified: no, type: manhattan_pearson
value: 15.333482209624194
verified: no, type: manhattan_spearman
value: 20.399166731513915
verified: no, type: pearson
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verified: no, type: spearman
value: 17.291293843893733
verified: no, task: type: STS
dataset: name: MTEB STS22 (pl-en)
type: mteb/sts22-crosslingual-sts
config: pl-en
split: test
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
metrics: type: cosine_pearson
value: 9.647587208410648
verified: no, type: cosine_spearman
value: 21.33739699413266
verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
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verified: no, type: spearman
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verified: no, task: type: STS
dataset: name: MTEB STSBenchmark (default)
type: mteb/stsbenchmark-sts
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cosine_pearson
value: 77.2598255013409
verified: no, type: cosine_spearman
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verified: no, type: euclidean_pearson
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verified: no, type: euclidean_spearman
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verified: no, type: main_score
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verified: no, type: manhattan_pearson
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verified: no, type: manhattan_spearman
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verified: no, type: pearson
value: 77.2598255013409
verified: no, type: spearman
value: 75.40519061413276
verified: no, task: type: Reranking
dataset: name: MTEB SciDocsRR (default)
type: mteb/scidocs-reranking
config: default
split: test
revision: d3c5e1fc0b855ab6097bf1cda04dd73947d7caab
metrics: type: main_score
value: 72.10127087089839
verified: no, type: map
value: 72.10127087089839
verified: no, type: mrr
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verified: no, type: nAUC_map_diff1
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verified: no, type: nAUC_map_max
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verified: no, type: nAUC_map_std
value: 67.36367052533402
verified: no, type: nAUC_mrr_diff1
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verified: no, type: nAUC_mrr_max
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verified: no, type: nAUC_mrr_std
value: 71.81332269641806
verified: no, task: type: Retrieval
dataset: name: MTEB SciFact (default)
type: mteb/scifact
config: default
split: test
revision: 0228b52cf27578f30900b9e5271d331663a030d7
metrics: type: main_score
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verified: no, type: map_at_10
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verified: no, type: map_at_100
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verified: no, type: map_at_1000
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verified: no, type: map_at_20
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verified: no, type: map_at_3
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verified: no, type: map_at_5
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verified: no, type: mrr_at_1
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verified: no, type: mrr_at_10
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verified: no, type: mrr_at_100
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verified: no, type: mrr_at_1000
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verified: no, type: mrr_at_3
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verified: no, type: mrr_at_5
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verified: no, type: nauc_map_at_1000_diff1
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verified: no, type: nauc_map_at_5_diff1
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verified: no, task: type: Classification
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verified: no
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Created: 2025-01-21 15:52:09