| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Variant Effect | ESM2-150M All-pos MLM+JEPA | Spearman Correlation0.856 | 32 | 23d ago | |
| mRNABench Mendelian Variants | AUPR58.5 | 13 | 1mo ago | ||
| mRNABench Complex Variants | MIMIC | AUPR25.3 | 13 | 1mo ago | |
| Human SNP (100k+ distance-to-TSS bin) | Wisteria | AUROC60.4 | 5 | 26d ago | |
| Human SNP 30–100k distance-to-TSS bin | Wisteria | AUROC0.663 | 5 | 26d ago | |
| Human SNP 0–30k distance-to-TSS bin | Wisteria | AUROC0.681 | 5 | 26d ago | |
| Songlab ClinVar | JEPA-DNA | AUROC0.544 | 2 | 3mo ago | |
| TraitGym Mendelian | JEPA-DNA | AUROC0.544 | 2 | 3mo ago | |
| TraitGym Complex | DNABERT-2 | AUROC49.9 | 2 | 3mo ago |
