Causal Discovery on TANH-laplace-10-20 synthetic graphs
4SHDReTimeCausal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReTimeCausalMissing Rate=60%2025.07 | 4 | 2 | 90.9 | |
| PCMCI+EMMissing Rate=60%2025.07 | 15 | 27 | 54.5 | |
| PCMCI+TimeMixerMissing Rate=60%2025.07 | 26 | 25 | 43 | |
| Rhino+TimeMixerMissing Rate=60%2025.07 | 43 | 15 | 30.8 | |
| AERCA+TimeMixerMissing Rate=60%2025.07 | 52 | 22 | 31.2 | |
| DYNOTEARS*+TimeMixerMissing Rate=60%2025.07 | 58 | 11 | 39.3 | |
| CUTS+Missing Rate=60%2025.07 | 70 | 3 | 35.2 |