Causal Discovery on TANH-laplace-50-100 synthetic graphs
39SHDReTimeCausal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ReTimeCausalMissing Rate=60%2025.07 | 39 | 39.5 | 81.6 | |
| PCMCI+EMMissing Rate=60%2025.07 | 124 | 216 | 31.1 | |
| Rhino+TimeMixerMissing Rate=60%2025.07 | 253 | 258 | 8.7 | |
| PCMCI+TimeMixerMissing Rate=60%2025.07 | 400 | 255 | 14.1 | |
| CUTS+Missing Rate=60%2025.07 | 1,145 | 235 | 8.5 | |
| AERCA+TimeMixerMissing Rate=60%2025.07 | 1,250 | 149 | 7.4 | |
| DYNOTEARS*+TimeMixerMissing Rate=60%2025.07 | 1,717 | 84 | 9.2 |