Causal Discovery on CausalRivers MR=0.6
16SHDPCMCI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PCMCIImputation=TimeMixer2025.07 | 16 | 59 | 27.3 | |
| PCMCIImputation=EM2025.07 | 23.7 | 55.3 | 20.3 | |
| CUTS+2025.07 | 38 | 35 | 31.9 | |
| DYNOTEARS*Imputation=TimeMixer2025.07 | 47.3 | 13 | 35.5 | |
| ReTimeCausal2025.07 | 48.3 | 8 | 41.4 | |
| AERCAImputation=TimeMixer2025.07 | 51 | 18 | 35.4 | |
| RhinoImputation=TimeMixer2025.07 | 51.4 | 30 | 26.5 |