sentence-transformers/msmarco-bert-base-dot-v5

Sentence Similarity • 0.1B • Updated Mar 6, 2025 • 597k • • 21

Note bi-encoder中效果最好

sentence-transformers/msmarco-distilbert-dot-v5

Sentence Similarity • 66.4M • Updated Mar 6, 2025 • 42.5k • • 15

Note bi-encoder效果稍差，速度差不多2倍

cross-encoder/ms-marco-TinyBERT-L2-v2

Text Ranking • 4.39M • Updated Aug 29, 2025 • 375k • 44

Note cross-encoder中最快

cross-encoder/ms-marco-MiniLM-L4-v2

Text Ranking • 19.2M • Updated Aug 29, 2025 • 11.7M • 22

Note cross encoder中性价比高

cross-encoder/ms-marco-MiniLM-L6-v2

Text Ranking • 22.7M • Updated Aug 29, 2025 • 87.8M • 291

Note cross encoder中性价比高

cross-encoder/ms-marco-MiniLM-L12-v2

Text Ranking • 33.4M • Updated Aug 29, 2025 • 2.39M • 106

Note cross encoder中效果最好