| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Replogle | DEOver0.039 | 22 | 2mo ago | ||
| Tahoe100M | SCALE | DEOver0.806 | 22 | 2mo ago | |
| PBMC | SCALE | DE Overlap81 | 22 | 2mo ago | |
| PDO (OOD) | Energy | MMD Distance0.0022 | 11 | 2mo ago | |
| PDO (IID) | SWD | MMD Distance (x100)0.001 | 11 | 2mo ago | |
| Perturb-seq double-gene perturbation | PerturbedVAE | RMSE0.4474 | 8 | 14d ago | |
| PBMC-IFN | CD8T PCC0.99 | 7 | 1mo ago | ||
| Norman2019 (double-gene) | PerturbedVAE | RMSE (10 genes)0.4493 | 6 | 14d ago | |
| Norman 2019 (Single-gene) | PerturbedVAE | RMSE (10 genes)0.4027 | 6 | 14d ago | |
| Tahoe compound perturbations (unseen interventions) | Pearson Correlation0.778 | 5 | 2mo ago | ||
| Parse signaling perturbations (unseen interventions) | C3TL | Pearson Correlation0.67 | 5 | 2mo ago | |
| Replogle genetic perturbations (unseen interventions) | C3TL | Pearson Correlation Coefficient0.491 | 5 | 2mo ago |
