Causal Graph Recovery on Synthetic L=3
5SHDReTimeCausal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReTimeCausalMaximum Lag Order=32025.07 | 5 | 10.3 | 86.5 | |
| DYNOTEARS+TimeMixerMaximum Lag Order=32025.07 | 8 | 15 | 76.5 | |
| PCMCI+EMMaximum Lag Order=32025.07 | 17 | 23 | 41.4 | |
| PCMCI+TimeMixerMaximum Lag Order=32025.07 | 25 | 23 | 14.4 | |
| AERCA+TimeMixerMaximum Lag Order=32025.07 | 50 | 18 | 16.7 | |
| Rhino+TimeMixerMaximum Lag Order=32025.07 | 71 | 3 | 20.2 | |
| CUTS+Maximum Lag Order=32025.07 | 233 | 6 | 12.7 |