Causal Discovery on TANH-laplace-20-40 synthetic graphs
6SHDReTimeCausal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReTimeCausalMissing Rate=60%2025.07 | 6 | 4 | 92.3 | |
| PCMCI+EMMissing Rate=60%2025.07 | 43 | 110 | 31.8 | |
| PCMCI+TimeMixerMissing Rate=60%2025.07 | 86 | 84 | 25.9 | |
| AERCA+TimeMixerMissing Rate=60%2025.07 | 194 | 55 | 19.2 | |
| Rhino+TimeMixerMissing Rate=60%2025.07 | 263 | 55 | 16.5 | |
| DYNOTEARS*+TimeMixerMissing Rate=60%2025.07 | 307 | 73 | 17.7 | |
| CUTS+Missing Rate=60%2025.07 | 361 | 6 | 17.8 |