Causal Graph Recovery on Synthetic L=2
2SHDReTimeCausal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReTimeCausalMaximum Lag Order=22025.07 | 2 | 0.3 | 94.1 | |
| DYNOTEARS+TimeMixerMaximum Lag Order=22025.07 | 9 | 13.3 | 64 | |
| PCMCI+TimeMixerMaximum Lag Order=22025.07 | 19 | 6 | 23 | |
| PCMCI+EMMaximum Lag Order=22025.07 | 39 | 11 | 31.6 | |
| Rhino+TimeMixerMaximum Lag Order=22025.07 | 40 | 12 | 20 | |
| AERCA+TimeMixerMaximum Lag Order=22025.07 | 42 | 13 | 16 | |
| CUTS+Maximum Lag Order=22025.07 | 72 | 3 | 20 |