Model: zeroshot/gte-large-sparse
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
model-index: name: gte-large-sparse
results: task: type: STS
dataset: type: mteb/biosses-sts
name: MTEB BIOSSES
config: default
split: test
revision: d3fb88f8f02e40887cd149695127462bbcf29b4a
metrics: type: cos_sim_pearson
value: 88.64253410928214
verified: no, type: cos_sim_spearman
value: 85.83388349410652
verified: no, type: euclidean_pearson
value: 86.86126159318735
verified: no, type: euclidean_spearman
value: 85.61580623591163
verified: no, type: manhattan_pearson
value: 86.6901132883383
verified: no, type: manhattan_spearman
value: 85.60255292187769
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: 85.23314640591607
verified: no, type: cos_sim_spearman
value: 79.00078545104338
verified: no, type: euclidean_pearson
value: 83.48009254500714
verified: no, type: euclidean_spearman
value: 78.95413001389939
verified: no, type: manhattan_pearson
value: 83.46945566025941
verified: no, type: manhattan_spearman
value: 78.9241707208135
verified: no, task: type: STS
dataset: type: mteb/sts12-sts
name: MTEB STS12
config: default
split: test
revision: a0d554a64d88156834ff5ae9920b964011b16384
metrics: type: cos_sim_pearson
value: 81.77526666043804
verified: no, type: cos_sim_spearman
value: 73.4849063285867
verified: no, type: euclidean_pearson
value: 78.04477932740524
verified: no, type: euclidean_spearman
value: 73.01394205771743
verified: no, type: manhattan_pearson
value: 78.08836684503294
verified: no, type: manhattan_spearman
value: 73.05074711098149
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: 84.57839215661352
verified: no, type: cos_sim_spearman
value: 86.13854767345153
verified: no, type: euclidean_pearson
value: 85.12712609946449
verified: no, type: euclidean_spearman
value: 85.52497994789026
verified: no, type: manhattan_pearson
value: 85.06833141611173
verified: no, type: manhattan_spearman
value: 85.45003068636466
verified: no, task: type: STS
dataset: type: mteb/sts14-sts
name: MTEB STS14
config: default
split: test
revision: 6031580fec1f6af667f0bd2da0a551cf4f0b2375
metrics: type: cos_sim_pearson
value: 83.30485126978374
verified: no, type: cos_sim_spearman
value: 80.36497172462357
verified: no, type: euclidean_pearson
value: 82.91977909424605
verified: no, type: euclidean_spearman
value: 80.16995106297438
verified: no, type: manhattan_pearson
value: 82.88200991402184
verified: no, type: manhattan_spearman
value: 80.14259757215227
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: 86.99883111314007
verified: no, type: cos_sim_spearman
value: 88.531352572377
verified: no, type: euclidean_pearson
value: 87.96834578059067
verified: no, type: euclidean_spearman
value: 88.44800718542935
verified: no, type: manhattan_pearson
value: 87.94889391725033
verified: no, type: manhattan_spearman
value: 88.45467695837115
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: 82.4636984892402
verified: no, type: cos_sim_spearman
value: 84.0808920789148
verified: no, type: euclidean_pearson
value: 83.70613486028309
verified: no, type: euclidean_spearman
value: 84.35941626905009
verified: no, type: manhattan_pearson
value: 83.70259457073782
verified: no, type: manhattan_spearman
value: 84.35496521501604
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: 88.76172944971023
verified: no, type: cos_sim_spearman
value: 89.4190945039165
verified: no, type: euclidean_pearson
value: 89.47263005347381
verified: no, type: euclidean_spearman
value: 89.49228360724095
verified: no, type: manhattan_pearson
value: 89.49959868816694
verified: no, type: manhattan_spearman
value: 89.5314536157954
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: 64.57158223787549
verified: no, type: cos_sim_spearman
value: 66.75053533168037
verified: no, type: euclidean_pearson
value: 66.45526604831747
verified: no, type: euclidean_spearman
value: 66.14567667353113
verified: no, type: manhattan_pearson
value: 66.47352000151176
verified: no, type: manhattan_spearman
value: 66.21099856852885
verified: no, task: type: STS
dataset: type: mteb/stsbenchmark-sts
name: MTEB STSBenchmark
config: default
split: test
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
metrics: type: cos_sim_pearson
value: 85.055653571006
verified: no, type: cos_sim_spearman
value: 85.45387832634702
verified: no, type: euclidean_pearson
value: 86.31667154906651
verified: no, type: euclidean_spearman
value: 85.66079590537946
verified: no, type: manhattan_pearson
value: 86.2806853257308
verified: no, type: manhattan_spearman
value: 85.63700636713952
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: 99.78811881188119
verified: no, type: cos_sim_ap
value: 94.67027715905307
verified: no, type: cos_sim_f1
value: 89.33074684772066
verified: no, type: cos_sim_precision
value: 86.7231638418079
verified: no, type: cos_sim_recall
value: 92.10000000000001
verified: no, type: dot_accuracy
value: 99.47128712871287
verified: no, type: dot_ap
value: 78.41478815918727
verified: no, type: dot_f1
value: 73.30049261083744
verified: no, type: dot_precision
value: 72.23300970873787
verified: no, type: dot_recall
value: 74.4
verified: no, type: euclidean_accuracy
value: 99.78415841584159
verified: no, type: euclidean_ap
value: 94.60075930867181
verified: no, type: euclidean_f1
value: 89.12175648702593
verified: no, type: euclidean_precision
value: 88.94422310756973
verified: no, type: euclidean_recall
value: 89.3
verified: no, type: manhattan_accuracy
value: 99.78415841584159
verified: no, type: manhattan_ap
value: 94.62867439278095
verified: no, type: manhattan_f1
value: 89.2337536372454
verified: no, type: manhattan_precision
value: 86.62900188323917
verified: no, type: manhattan_recall
value: 92
verified: no, type: max_accuracy
value: 99.78811881188119
verified: no, type: max_ap
value: 94.67027715905307
verified: no, type: max_f1
value: 89.33074684772066
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: 85.09864695714371
verified: no, type: cos_sim_ap
value: 70.33704198164713
verified: no, type: cos_sim_f1
value: 66.22893954410307
verified: no, type: cos_sim_precision
value: 62.42410088743577
verified: no, type: cos_sim_recall
value: 70.52770448548813
verified: no, type: dot_accuracy
value: 79.11426357513263
verified: no, type: dot_ap
value: 49.15484584572233
verified: no, type: dot_f1
value: 51.12580243364951
verified: no, type: dot_precision
value: 40.13840830449827
verified: no, type: dot_recall
value: 70.3957783641161
verified: no, type: euclidean_accuracy
value: 85.15825236931514
verified: no, type: euclidean_ap
value: 70.51017350854076
verified: no, type: euclidean_f1
value: 66.45416294785159
verified: no, type: euclidean_precision
value: 64.29805082654823
verified: no, type: euclidean_recall
value: 68.7598944591029
verified: no, type: manhattan_accuracy
value: 85.1403707456637
verified: no, type: manhattan_ap
value: 70.47587863399994
verified: no, type: manhattan_f1
value: 66.4576802507837
verified: no, type: manhattan_precision
value: 63.32138590203107
verified: no, type: manhattan_recall
value: 69.92084432717678
verified: no, type: max_accuracy
value: 85.15825236931514
verified: no, type: max_ap
value: 70.51017350854076
verified: no, type: max_f1
value: 66.4576802507837
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: 88.8539604921023
verified: no, type: cos_sim_ap
value: 85.71869912577101
verified: no, type: cos_sim_f1
value: 78.00535626720983
verified: no, type: cos_sim_precision
value: 76.46232344893885
verified: no, type: cos_sim_recall
value: 79.61194949183862
verified: no, type: dot_accuracy
value: 84.57717235223348
verified: no, type: dot_ap
value: 74.89496650237145
verified: no, type: dot_f1
value: 69.05327823892932
verified: no, type: dot_precision
value: 65.75666829166377
verified: no, type: dot_recall
value: 72.69787496150293
verified: no, type: euclidean_accuracy
value: 88.89471028835332
verified: no, type: euclidean_ap
value: 85.75169460500409
verified: no, type: euclidean_f1
value: 78.17055393586006
verified: no, type: euclidean_precision
value: 74.21118184334348
verified: no, type: euclidean_recall
value: 82.57622420696026
verified: no, type: manhattan_accuracy
value: 88.92187681918733
verified: no, type: manhattan_ap
value: 85.7496679471825
verified: no, type: manhattan_f1
value: 78.11088295687884
verified: no, type: manhattan_precision
value: 75.82083061535117
verified: no, type: manhattan_recall
value: 80.5435786880197
verified: no, type: max_accuracy
value: 88.92187681918733
verified: no, type: max_ap
value: 85.75169460500409
verified: no, type: max_f1
value: 78.17055393586006
verified: no
license: mit
language: en
Likes: 2 | All-time downloads: 31663
Created: 2023-10-15 18:14:48