Model: zeroshot/gte-large-quant
Author: zeroshot
Pipeline: feature-extraction
Library: transformers
Tags: transformers, onnx, bert, feature-extraction, sparse sparsity quantized onnx embeddings int8, mteb, en, license:mit, model-index, text-embeddings-inference, endpoints_compatible, region:us
Card metadata: tags: sparse sparsity quantized onnx embeddings int8, mteb, mteb
model-index: name: gte-large-quant
results: task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 90.27260027646717
verified: no, type: cos_sim_spearman
value: 87.97790825077952
verified: no, type: euclidean_pearson
value: 88.42832241523092
verified: no, type: euclidean_spearman
value: 87.97248644049293
verified: no, type: manhattan_pearson
value: 88.13802465778512
verified: no, type: manhattan_spearman
value: 87.43391995202266
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: 85.1416039713116
verified: no, type: cos_sim_spearman
value: 79.13359419669726
verified: no, type: euclidean_pearson
value: 83.08042050989465
verified: no, type: euclidean_spearman
value: 79.31565112619433
verified: no, type: manhattan_pearson
value: 83.10376638254372
verified: no, type: manhattan_spearman
value: 79.30772376012946
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: 84.93030439955828
verified: no, type: cos_sim_spearman
value: 75.98104622572393
verified: no, type: euclidean_pearson
value: 81.20791722502764
verified: no, type: euclidean_spearman
value: 75.74595761987686
verified: no, type: manhattan_pearson
value: 81.23169425598003
verified: no, type: manhattan_spearman
value: 75.73065403644094
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: 85.6693892097855
verified: no, type: cos_sim_spearman
value: 87.54973524492165
verified: no, type: euclidean_pearson
value: 86.55642466103943
verified: no, type: euclidean_spearman
value: 87.47921340148683
verified: no, type: manhattan_pearson
value: 86.52043275063926
verified: no, type: manhattan_spearman
value: 87.43869426658489
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: 84.37393784507647
verified: no, type: cos_sim_spearman
value: 81.98702164762233
verified: no, type: euclidean_pearson
value: 84.22038158338351
verified: no, type: euclidean_spearman
value: 81.9872746771322
verified: no, type: manhattan_pearson
value: 84.21915949674062
verified: no, type: manhattan_spearman
value: 81.97923386273747
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: 87.34477744314285
verified: no, type: cos_sim_spearman
value: 88.92669309789463
verified: no, type: euclidean_pearson
value: 88.20128441166663
verified: no, type: euclidean_spearman
value: 88.91524205114627
verified: no, type: manhattan_pearson
value: 88.24425729639415
verified: no, type: manhattan_spearman
value: 88.97457451709523
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: 82.11827015492467
verified: no, type: cos_sim_spearman
value: 83.59397157586835
verified: no, type: euclidean_pearson
value: 82.97284591328044
verified: no, type: euclidean_spearman
value: 83.74509747941255
verified: no, type: manhattan_pearson
value: 82.974440264842
verified: no, type: manhattan_spearman
value: 83.72260506292083
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: 88.29744487677577
verified: no, type: cos_sim_spearman
value: 88.50799779856109
verified: no, type: euclidean_pearson
value: 89.0149154609955
verified: no, type: euclidean_spearman
value: 88.72798794474068
verified: no, type: manhattan_pearson
value: 89.14318227078863
verified: no, type: manhattan_spearman
value: 88.98372697017017
verified: no, task: type: STS
dataset: type: mteb/sts22-crosslingual-sts
name: MTEB STS22 (en)
config: en
split: test
revision: 6d1ba47164174a496b7fa5d3569dae26a6813b80
metrics: type: cos_sim_pearson
value: 70.114540107077
verified: no, type: cos_sim_spearman
value: 69.72244488054433
verified: no, type: euclidean_pearson
value: 70.03658853094686
verified: no, type: euclidean_spearman
value: 68.96035610557085
verified: no, type: manhattan_pearson
value: 69.83707789686764
verified: no, type: manhattan_spearman
value: 68.71831797289812
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: 84.86664469775837
verified: no, type: cos_sim_spearman
value: 85.39649452953681
verified: no, type: euclidean_pearson
value: 85.68509956626748
verified: no, type: euclidean_spearman
value: 85.50984027606854
verified: no, type: manhattan_pearson
value: 85.6688745008871
verified: no, type: manhattan_spearman
value: 85.465201888803
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: 99.8079207920792
verified: no, type: cos_sim_ap
value: 95.62897445718106
verified: no, type: cos_sim_f1
value: 90.03083247687564
verified: no, type: cos_sim_precision
value: 92.60042283298098
verified: no, type: cos_sim_recall
value: 87.6
verified: no, type: dot_accuracy
value: 99.67029702970297
verified: no, type: dot_ap
value: 90.20258347721159
verified: no, type: dot_f1
value: 83.06172839506172
verified: no, type: dot_precision
value: 82.04878048780488
verified: no, type: dot_recall
value: 84.1
verified: no, type: euclidean_accuracy
value: 99.80594059405941
verified: no, type: euclidean_ap
value: 95.53963697283662
verified: no, type: euclidean_f1
value: 89.92405063291139
verified: no, type: euclidean_precision
value: 91.07692307692308
verified: no, type: euclidean_recall
value: 88.8
verified: no, type: manhattan_accuracy
value: 99.80594059405941
verified: no, type: manhattan_ap
value: 95.55714505339634
verified: no, type: manhattan_f1
value: 90.06085192697769
verified: no, type: manhattan_precision
value: 91.35802469135803
verified: no, type: manhattan_recall
value: 88.8
verified: no, type: max_accuracy
value: 99.8079207920792
verified: no, type: max_ap
value: 95.62897445718106
verified: no, type: max_f1
value: 90.06085192697769
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: 85.87351731537224
verified: no, type: cos_sim_ap
value: 72.87360532701162
verified: no, type: cos_sim_f1
value: 67.8826895565093
verified: no, type: cos_sim_precision
value: 61.918225315354505
verified: no, type: cos_sim_recall
value: 75.11873350923483
verified: no, type: dot_accuracy
value: 80.15139774691542
verified: no, type: dot_ap
value: 53.5201503222712
verified: no, type: dot_f1
value: 53.42203179614388
verified: no, type: dot_precision
value: 46.64303996849773
verified: no, type: dot_recall
value: 62.50659630606861
verified: no, type: euclidean_accuracy
value: 85.87351731537224
verified: no, type: euclidean_ap
value: 73.10465263888227
verified: no, type: euclidean_f1
value: 68.38209376101516
verified: no, type: euclidean_precision
value: 61.63948316034739
verified: no, type: euclidean_recall
value: 76.78100263852242
verified: no, type: manhattan_accuracy
value: 85.83775406806939
verified: no, type: manhattan_ap
value: 73.08358693248583
verified: no, type: manhattan_f1
value: 68.34053485927829
verified: no, type: manhattan_precision
value: 61.303163628745025
verified: no, type: manhattan_recall
value: 77.20316622691293
verified: no, type: max_accuracy
value: 85.87351731537224
verified: no, type: max_ap
value: 73.10465263888227
verified: no, type: max_f1
value: 68.38209376101516
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: 88.85202002561415
verified: no, type: cos_sim_ap
value: 85.58170945333845
verified: no, type: cos_sim_f1
value: 77.87783280804442
verified: no, type: cos_sim_precision
value: 75.95140515222482
verified: no, type: cos_sim_recall
value: 79.90452725592854
verified: no, type: dot_accuracy
value: 85.29902588582296
verified: no, type: dot_ap
value: 76.95795800483633
verified: no, type: dot_f1
value: 71.30231900452489
verified: no, type: dot_precision
value: 65.91503267973856
verified: no, type: dot_recall
value: 77.6485987064983
verified: no, type: euclidean_accuracy
value: 88.80738929638684
verified: no, type: euclidean_ap
value: 85.5344499509856
verified: no, type: euclidean_f1
value: 77.9805854353285
verified: no, type: euclidean_precision
value: 75.97312495435624
verified: no, type: euclidean_recall
value: 80.09701262704034
verified: no, type: manhattan_accuracy
value: 88.7782822990647
verified: no, type: manhattan_ap
value: 85.52577812395661
verified: no, type: manhattan_f1
value: 77.97958958110746
verified: no, type: manhattan_precision
value: 74.76510067114094
verified: no, type: manhattan_recall
value: 81.48290729904527
verified: no, type: max_accuracy
value: 88.85202002561415
verified: no, type: max_ap
value: 85.58170945333845
verified: no, type: max_f1
value: 77.9805854353285
verified: no
license: mit
language: en
Likes: 0 | All-time downloads: 3348
Created: 2023-10-15 18:10:53