| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| STS tasks (STS12, STS13, STS14, STS15, STS16, STS-B, SICK-R) various (test) | SimCSE-BERT | STS12 Score82.4 | 412 | 3mo ago | |
| STS tasks (STS12, STS13, STS14, STS15, STS16, STS-B, SICK-R) | ModernBERT_emb | STS12 Score80.67 | 253 | 5d ago | |
| STS-B | UD+-XXL | Spearman's Rho (x100)92.9 | 156 | 16d ago | |
| STSB | MIC | Spearman Correlation73.2 | 112 | 5d ago | |
| STS-12 | S-ROBERTa (base) | Spearman Correlation (rho)0.7154 | 91 | 5d ago | |
| English STS | TENC-mutual ensemble | Average Score83.07 | 68 | 3mo ago | |
| STS (Semantic Textual Similarity) 2012-2016 (test) | SimCSE + MixSP | STS-12 Score81.08 | 57 | 3mo ago | |
| BIOSSES | BioHiCL-base | Spearman Correlation89.6 | 55 | 1mo ago | |
| STS Benchmark (test) | Prompt-based FT (hard) + PCP | Pearson Correlation (r)0.919 | 46 | 2mo ago | |
| STS16 (test) | DINO (STS-A-x2) | Spearman Corr77.18 | 42 | 2mo ago | |
| STS15 (test) | DINO (STS-A-x2) | Spearman Correlation0.8049 | 42 | 2mo ago | |
| STS14 (test) | S-BERT (base) | Spearman Correlation0.7319 | 42 | 2mo ago | |
| STS13 (test) | DINO (STS-A-x2) | Spearman Correlation81.26 | 42 | 2mo ago | |
| STS 2014 | MIC | Spearman Correlation66.93 | 39 | 5d ago | |
| SICK Slovak (val) | Pearson Correlation0.778 | 33 | 3mo ago | ||
| STS Benchmark Slovak (val) | Pearson Correlation0.824 | 33 | 3mo ago | ||
| SICK-R (test) | Cayley-Encoder | Similarity Score60.74 | 30 | 2mo ago | |
| BIOSSES (test) | Similarity Score0.748 | 30 | 2mo ago | ||
| STS12 (test) | Cayley-Encoder | Similarity Score65.31 | 30 | 2mo ago | |
| Big Patent (BP) | Prompt-Tuning | STS Score27.38 | 24 | 6d ago | |
| MultiHate (MH) | LoRA | STS Score26.29 | 24 | 6d ago | |
| PaperCode (PC) | LoRA | STS44.26 | 24 | 6d ago | |
| CDSC-R (test) | DiffAug + MixSP | Spearman's Correlation0.8545 | 22 | 3mo ago | |
| CDSC-R (val) | DiffAug + MixSP | Spearman Correlation88.28 | 22 | 3mo ago | |
| STS Benchmark (dev) | UNIMO | Pearson Correlation (r)0.926 | 21 | 3mo ago |
