Causal Graph Recovery on Synthetic L=4
17SHDReTimeCausal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReTimeCausalMaximum Lag Order=42025.07 | 17 | 6.3 | 73 | |
| DYNOTEARS+TimeMixerMaximum Lag Order=42025.07 | 21 | 6.3 | 43.9 | |
| PCMCI+EMMaximum Lag Order=42025.07 | 27 | 33 | 6.9 | |
| PCMCI+TimeMixerMaximum Lag Order=42025.07 | 32 | 16 | 13 | |
| AERCA+TimeMixerMaximum Lag Order=42025.07 | 44 | 28 | 12 | |
| Rhino+TimeMixerMaximum Lag Order=42025.07 | 60 | 79 | 19 | |
| CUTS+Maximum Lag Order=42025.07 | 252 | 5 | 13.7 |