Model: Gameselo/STS-multilingual-mpnet-base-v2
Author: Gameselo
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, mteb, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:AnglELoss, arxiv:1908.10084, arxiv:2309.12871, base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
Card metadata: library_name: sentence-transformers
tags: mteb, sentence-transformers, sentence-similarity, feature-extraction, dataset_size:100K<n<1M, loss:AnglELoss
base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
widget: source_sentence: 有些人在路上溜达。
sentences: Folk går, Otururken gitar çalan adam., ארה"ב קבעה שסוריה השתמשה בנשק כימי, source_sentence: 緬甸以前稱為緬甸。
sentences: 缅甸以前叫缅甸。, This is very contradictory., 한 남자가 아기를 안고 의자에 앉아 잠들어 있다., source_sentence: אדם כותב.
sentences: האדם כותב., questa non è una risposta., 7 שוטרים נהרגו ו-4 שוטרים נפצעו., source_sentence: הם מפחדים.
sentences: liên quan đến rủi ro đáng kể;, A man is playing a guitar., A man is playing a piano., source_sentence: 一个女人正在洗澡。
sentences: A woman is taking a bath., En jente børster håret sitt, אדם מחלק תפוח אדמה.
pipeline_tag: sentence-similarity
model-index: name: Gameselo/STS-multilingual-mpnet-base-v2
results: dataset: config: it
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6847049462613332
verified: no
task: type: STS, dataset: config: es
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6620948502618977
verified: no
task: type: STS, dataset: config: fr
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.7875616631597785
verified: no
task: type: STS, dataset: config: pl-en
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.7510805416538202
verified: no
task: type: STS, dataset: config: ar
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6265329479575293
verified: no
task: type: STS, dataset: config: pl
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.4335552432730643
verified: no
task: type: STS, dataset: config: de
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.5774252131250034
verified: no
task: type: STS, dataset: config: tr
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6383757017928495
verified: no
task: type: STS, dataset: config: es-it
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6624635951676386
verified: no
task: type: STS, dataset: config: ru
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.5866853707548388
verified: no
task: type: STS, dataset: config: en
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6385354535483773
verified: no
task: type: STS, dataset: config: zh-en
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6537294853166558
verified: no
task: type: STS, dataset: config: zh
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.6319430830291571
verified: no
task: type: STS, dataset: config: fr-pl
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.8451542547285167
verified: no
task: type: STS, dataset: config: de-fr
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.5798716781400349
verified: no
task: type: STS, dataset: config: es-en
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.7518021273920814
verified: no
task: type: STS, dataset: config: de-en
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.5749790581441845
verified: no
task: type: STS, dataset: config: de-pl
name: MTEB STS22
revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
split: test
type: mteb/sts22-crosslingual-sts
metrics: type: cosine_spearman
value: 0.44220332625465214
verified: no
task: type: STS, dataset: config: default
name: MTEB STSBenchmark
revision: b0fddb56ed78048fa8b90373c8a3cfc37b684831
split: test
type: mteb/stsbenchmark-sts
metrics: type: cosine_spearman
value: 0.9762486352335524
verified: no
task: type: STS, dataset: config: en-tr
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.7987027653005363
verified: no
task: type: STS, dataset: config: ko-ko
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.9766336939338607
verified: no
task: type: STS, dataset: config: fr-en
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.9067607122592818
verified: no
task: type: STS, dataset: config: en-ar
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.7703365842088069
verified: no
task: type: STS, dataset: config: nl-en
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.9114826394926738
verified: no
task: type: STS, dataset: config: it-en
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.9246785886944904
verified: no
task: type: STS, dataset: config: ar-ar
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.8124393788492182
verified: no
task: type: STS, dataset: config: es-es
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.872701191632785
verified: no
task: type: STS, dataset: config: en-de
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.9109414091487618
verified: no
task: type: STS, dataset: config: es-en
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.8553203530552356
verified: no
task: type: STS, dataset: config: en-en
name: MTEB STS17
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_spearman
value: 0.9378741534997558
verified: no
task: type: STS
Likes: 3 | All-time downloads: 32649
Created: 2024-06-07 15:06:34