Causal Perturbation Mapping on single-cell dataset zero-shot setting
7.3W2Observed
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ObservedEvaluation Protocol=Zero-shot2026.01 | 7.3 | 1.4 | 0.03 | 0 | 1 | |
| MetaFMEvaluation Protocol=Zero-shot, Training Data Source=Real data2026.01 | 20.78 | 9.86 | 0.13 | 0.15 | 0.23 | |
| CondOTEvaluation Protocol=Zero-shot, Training Data Source=Real data2026.01 | 22.21 | 7.21 | 0.1 | 0.07 | 0.05 | |
| IdentityEvaluation Protocol=Zero-shot2026.01 | 22.57 | 6.63 | 0.11 | 0.51 | 0 | |
| MapPFNEvaluation Protocol=Zero-shot, Training Data Source=Synthetic prior2026.01 | 23.4 | 16.72 | 0.2 | 0.26 | 1.08 |