Causal Effect Prediction on TSCMs 100K (held-out)
0RMSEOracle
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Oracle2026.03 | 0 | 0 | 100 | 1 | |
| PCMCI+causal_graph_discovery=per-sample2026.03 | 161.38 | 28.67 | 74.1 | 0.784 | |
| SimpleCausalPFNper_dataset_fitting=none2026.03 | 176.45 | 34.92 | 70.4 | 0.821 | |
| VAR-OLSper_dataset_fitting=required2026.03 | 176.45 | 33.86 | 93.7 | 0.821 | |
| Mean Prediction2026.03 | 256.18 | 73.26 | 60.4 | 0.286 |