| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WS-353 | Ours (+post-process) | Spearman Correlation (WS-353)0.789 | 54 | 4d ago | |
| RG-65 | Ours (+post-process) | Spearman Correlation0.851 | 35 | 4d ago | |
| RG-65 (test) | Flan-T5-SD | Spearman Correlation0.848 | 33 | 4d ago | |
| SimLex999 (test) | AUXGAN | Spearman Correlation0.789 | 30 | 4d ago | |
| WS-353 REL (test) | Ours (+post-process) | Spearman Correlation0.701 | 28 | 4d ago | |
| SimVerb-3500 (test) | POST-DFFN | Spearman Correlation0.764 | 27 | 4d ago | |
| SimLex-999 | Ours (+post-process) | Spearman Correlation55.2 | 23 | 4d ago | |
| WS-353 (test) | GloVe + Whitening | Spearman Correlation0.8231 | 18 | 4d ago | |
| WS-353 SIM (test) | Spearman Correlation0.807 | 15 | 4d ago | ||
| English SimVerb-3500 Disjoint setting (test) | AUXGAN | Spearman's Rho0.552 | 12 | 4d ago | |
| English SimLex-999 Disjoint setting (test) | AUXGAN | Spearman's Rho0.652 | 12 | 4d ago | |
| WS353 EN | cbow | Spearman Correlation73 | 10 | 4d ago | |
| EN RW | sisg | Spearman Correlation48 | 10 | 4d ago | |
| RG65 FR | sisg- | Spearman Correlation75 | 8 | 4d ago | |
| WS353 ES | sisg | Spearman Correlation54 | 8 | 4d ago | |
| DE ZG222 | sisg | Spearman Correlation0.44 | 8 | 4d ago | |
| DE GUR350 | sisg | Spearman Correlation73 | 8 | 4d ago | |
| Rare Word (RW) | Ours (+post-process) | Spearman Correlation44 | 7 | 4d ago | |
| WS-353 ALL (test) | Flan-T5-SD | Spearman Correlation0.739 | 7 | 4d ago | |
| Word Similarity Average (test) | ROBERTA2STATIC_para | Spearman Correlation0.6291 | 6 | 4d ago | |
| Multi-SimLex (test) | Mirror-BERT | Similarity (EN)0.556 | 5 | 4d ago | |
| MEN-3k | Ours (+post-process) | Spearman Correlation0.779 | 5 | 4d ago | |
| MC-30 (test) | Flan-T5-SD | Spearman Corr0.912 | 5 | 4d ago | |
| RW-STANFORD (test) | Spearman Correlation0.482 | 5 | 4d ago | ||
| Card-660 (test) | Spearman Correlation0.513 | 5 | 4d ago |
