Perturbation Prediction on PDO (IID)
0.001MMD Distance (x100)SWD
Evaluation Results
| Method | Links | |
|---|---|---|
| SWDEvaluation Protocol=Oracle2026.03 | 0.001 | |
| EnergyEvaluation Protocol=Oracle2026.03 | 0.0011 | |
| FMEvaluation Protocol=Oracle2026.03 | 0.003 | |
| EnergyEvaluation Protocol=Supervised2026.03 | 0.0054 | |
| SWDEvaluation Protocol=Supervised2026.03 | 0.0064 | |
| SWDEvaluation Protocol=Semi-supervised2026.03 | 0.0094 | |
| FMEvaluation Protocol=Supervised2026.03 | 0.0101 | |
| EnergyEvaluation Protocol=Semi-supervised2026.03 | 0.0103 | |
| FMEvaluation Protocol=Semi-supervised2026.03 | 0.0106 | |
| CellOTEvaluation Protocol=Semi-supervised2026.03 | 0.0198 | |
| scGenEvaluation Protocol=Semi-supervised2026.03 | 0.0219 |