Causal Discovery on LR-gaussian-20-20-2
100F1 ScoreReTimeCausal
Evaluation Results
| Method | Links | |
|---|---|---|
| ReTimeCausalMissing Rate (MR)=0.82025.07 | 100 | |
| DYNOTEARS+TimeMixerMissing Rate (MR)=0.02025.07 | 97.6 | |
| ReTimeCausalMissing Rate (MR)=0.02025.07 | 97.6 | |
| ReTimeCausalMissing Rate (MR)=0.62025.07 | 93 | |
| PCMCI+TimeMixerMissing Rate (MR)=0.02025.07 | 85.7 | |
| PCMCI+EMMissing Rate (MR)=0.02025.07 | 85.7 | |
| Rhino+TimeMixerMissing Rate (MR)=0.62025.07 | 24.3 | |
| PCMCI+EMMissing Rate (MR)=0.62025.07 | 20.5 | |
| PCMCI+EMMissing Rate (MR)=0.82025.07 | 19 | |
| Rhino+TimeMixerMissing Rate (MR)=0.82025.07 | 18.5 | |
| DYNOTEARS+TimeMixerMissing Rate (MR)=0.62025.07 | 17.3 | |
| DYNOTEARS+TimeMixerMissing Rate (MR)=0.82025.07 | 15.5 | |
| PCMCI+TimeMixerMissing Rate (MR)=0.62025.07 | 15.2 | |
| PCMCI+TimeMixerMissing Rate (MR)=0.82025.07 | 14.1 | |
| CUTS+Missing Rate (MR)=0.62025.07 | 13.3 | |
| CUTS+Missing Rate (MR)=0.82025.07 | 12.4 | |
| Rhino+TimeMixerMissing Rate (MR)=0.02025.07 | 12.3 | |
| CUTS+Missing Rate (MR)=0.02025.07 | 10.4 | |
| AERCA+TimeMixerMissing Rate (MR)=0.02025.07 | 9.8 | |
| AERCA+TimeMixerMissing Rate (MR)=0.82025.07 | 8.3 | |
| AERCA+TimeMixerMissing Rate (MR)=0.62025.07 | 6.5 |