Share your thoughts, 1 month free Claude Pro on usSee more

Semantic Textual Similarity on STS14 (test)

0.7319Spearman Correlation

S-BERT (base)

Updated 24d ago

Evaluation Results

Method	Links
S-BERT (base) 2021.04		0.7319
DINO (STS-A-x2) 2021.04		0.7125
S-ROBERTa (base) 2021.04		0.708
Cayley-Encoder 2026.03		0.7017
Li et al. (2020) 2021.04		0.6842
DINO (STS-A-x1x2) 2021.04		0.6638
Li et al. (2020) 2021.04		0.6466
USE 2021.04		0.6461
Cayley-Encoder 2026.03		0.6459
FC-Encoder 2026.03		0.6389
InferSent, Glove 2021.04		0.6215
Zhang et al. (2020) 2021.04		0.6121
FC-Encoder 2026.03		0.5988
Avg. GloVe 2021.04		0.5973
DWAtt 2026.03		0.5863
Avg. BERT 2021.04		0.5798
Cayley-Encoder 2026.03		0.5786
Cayley-Encoder 2026.03		0.5665
DWAtt 2026.03		0.5529
Weighted 2026.03		0.549
Best-Layer 2026.03		0.5462
Cayley-Encoder 2026.03		0.526
Best-Layer 2026.03		0.5243
Set-Encoder 2026.03		0.52
FC-Encoder 2026.03		0.5176
Best-Layer 2026.03		0.5161
Cayley-Encoder 2026.03		0.4851
DWAtt 2026.03		0.4746
FC-Encoder 2026.03		0.4477
Weighted 2026.03		0.4421
MLP Last-Layer 2026.03		0.4408
Set-Encoder 2026.03		0.4399
Last-Layer 2026.03		0.4288
Last-Layer 2026.03		0.4145
Weighted 2026.03		0.3814
FC-Encoder 2026.03		0.3766
Last-Layer 2026.03		0.3758
Set-Encoder 2026.03		0.3505
FC-Encoder 2026.03		0.3379
MLP Last-Layer 2026.03		0.3328
MLP Last-Layer 2026.03		0.3132
BERT CLS 2021.04		0.2009