Single-Cell Perturbation Prediction on hiPSC temporal CRISPR LOO All genes
0.056RMSEUCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UCETime=true, Dyn.=false, Causal=false2026.05 | 0.056 | 0.95 | 0.041 | |
| scGPTTime=true, Dyn.=false, Causal=false2026.05 | 0.086 | 0.95 | 0.01 | |
| CITE-VAETime=true, Dyn.=true, Causal=true2026.05 | 0.086 | 0.95 | 0.033 | |
| ElasticNetTime=false, Dyn.=false, Causal=false2026.05 | 0.105 | 0.95 | 0.011 | |
| scNODETime=true, Dyn.=true, Causal=false2026.05 | 0.106 | 0.876 | 0.183 | |
| Discrepancy-VAETime=false, Dyn.=false, Causal=true2026.05 | 0.129 | 0.95 | 0.111 | |
| SAMS-VAETime=false, Dyn.=false, Causal=true2026.05 | 0.182 | 0.95 | 0.082 | |
| LFADSTime=true, Dyn.=true, Causal=false2026.05 | 0.531 | 0.95 | 0.275 | |
| CellOTTime=true, Dyn.=true, Causal=false2026.05 | 0.785 | 0.95 | 0.614 | |
| RENGETime=true, Dyn.=true, Causal=false2026.05 | 0.857 | — | — |