Model: omarelshehy/arabic-english-sts-matryoshka
Author: omarelshehy
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, mteb, bilingual, ar, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:FacebookAI/xlm-roberta-large, base_model:finetune:FacebookAI/xlm-roberta-large, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: FacebookAI/xlm-roberta-large
Card metadata: base_model: FacebookAI/xlm-roberta-large
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, mteb, bilingual
model-index: name: omarelshehy/arabic-english-sts-matryoshka
results: dataset: config: en-en
name: MTEB STS17 (en-en)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 87.17053120821998
verified: no, type: cosine_spearman
value: 87.05959159411456
verified: no, type: euclidean_pearson
value: 87.63706739480517
verified: no, type: euclidean_spearman
value: 87.7675347222274
verified: no, type: main_score
value: 87.05959159411456
verified: no, type: manhattan_pearson
value: 87.7006832512623
verified: no, type: manhattan_spearman
value: 87.80128473941168
verified: no, type: pearson
value: 87.17053012311975
verified: no, type: spearman
value: 87.05959159411456
verified: no
task: type: STS, dataset: config: ar-ar
name: MTEB STS17 (ar-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 82.22889478671283
verified: no, type: cosine_spearman
value: 83.0533648934447
verified: no, type: euclidean_pearson
value: 81.15891941165452
verified: no, type: euclidean_spearman
value: 82.14034597386936
verified: no, type: main_score
value: 83.0533648934447
verified: no, type: manhattan_pearson
value: 81.17463976232014
verified: no, type: manhattan_spearman
value: 82.09804987736345
verified: no, type: pearson
value: 82.22889389569819
verified: no, type: spearman
value: 83.0529662284269
verified: no
task: type: STS, dataset: config: en-ar
name: MTEB STS17 (en-ar)
revision: faeb762787bd10488a50c8b5be4a3b82e411949c
split: test
type: mteb/sts17-crosslingual-sts
metrics: type: cosine_pearson
value: 79.79480510851795
verified: no, type: cosine_spearman
value: 79.67609346073252
verified: no, type: euclidean_pearson
value: 81.64087935350051
verified: no, type: euclidean_spearman
value: 80.52588414802709
verified: no, type: main_score
value: 79.67609346073252
verified: no, type: manhattan_pearson
value: 81.57042957417305
verified: no, type: manhattan_spearman
value: 80.44331526051143
verified: no, type: pearson
value: 79.79480418294698
verified: no, type: spearman
value: 79.67609346073252
verified: no
task: type: STS
language: ar, en
license: apache-2.0
Likes: 0 | All-time downloads: 1406
Created: 2024-10-13 21:21:01