Single-cell perturbation prediction on Norman (Holdout Double)
0.0251MAEscDFM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| scDFM2026.06 | 0.0251 | 0.8847 | — | — | 0.8279 | 0.9122 | 0.0455 | 0.6396 | |
| PerturbCellRL2026.06 | 0.0253 | 0.8837 | — | — | 0.8362 | 0.9233 | 0.0414 | 0.6284 | |
| CellFlow2026.06 | 0.0333 | 0.8304 | — | — | 0.7136 | 0.5633 | 0.0665 | 2.2825 | |
| Control2026.06 | 0.0414 | — | — | — | — | 0.5333 | 0.3224 | 6.2272 | |
| STATE2026.06 | 0.0426 | 0.2495 | — | — | 0.4868 | 0.5333 | 0.1049 | 1.6567 | |
| CPA2026.06 | 0.0517 | 0.3533 | — | — | 0.4881 | 0.61 | 0.2941 | 5.1256 | |
| GEARS2026.06 | 0.0708 | 0.8082 | — | — | 0.7552 | 0.8766 | 0.117 | 5.3965 |