Causal Discovery on CausalRivers MR = 0.2
13SHDPCMCI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PCMCIImputation=TimeMixer2025.07 | 13 | 54 | 41.4 | |
| PCMCIImputation=EM2025.07 | 23.3 | 55 | 25.3 | |
| CUTS+2025.07 | 31 | 16 | 36.7 | |
| ReTimeCausal2025.07 | 36.3 | 16 | 46.3 | |
| RhinoImputation=TimeMixer2025.07 | 45.2 | 34.8 | 26 | |
| AERCAImputation=TimeMixer2025.07 | 47.4 | 11.8 | 40 | |
| DYNOTEARS*Imputation=TimeMixer2025.07 | 59 | 43 | 39.2 |