Causal Discovery on Synthetic Non-Gaussian
74Window F1 ScoreVCDF-VARLiNGAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VCDF-VARLiNGAM2024.10 | 74 | 80 | |
| VCDF-VARLiNGAM2026.02 | 74 | 80 | |
| VARLiNGAM2024.10 | 62 | 68 | |
| VARLiNGAM2026.02 | 62 | 68 | |
| DYNOTEARS2024.10 | 47 | 52 | |
| DYNOTEARS2026.02 | 47 | 52 | |
| VCDF-PCMCI2024.10 | 43 | 52 | |
| VCDF-PCMCI2026.02 | 43 | 52 | |
| TCDF2024.10 | 40 | 45 | |
| TCDF2026.02 | 40 | 45 | |
| PCMCI2024.10 | 38 | 50 | |
| PCMCI2026.02 | 38 | 50 |