| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ProteinGym (overall) | EvoIF-MSA | Spearman Correlation0.519 | 43 | 1mo ago | |
| MaveDB subset of 50 proteins | ProSST + ProteinTTT | Average Spearman Correlation0.5462 | 10 | 3mo ago | |
| ProteinGym | Physio-DPO | Spearman Correlation (GFP Stability)0.78 | 7 | 3mo ago | |
| Variant Effect GB1 (test) | Masked-pos MLM+JEPA | W/L/T Counts4 | 1 | 23d ago |