Causal Discovery on Synthetic Trended
76Window F1VCDF-VARLiNGAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VCDF-VARLiNGAM2024.10 | 76 | 81 | |
| VCDF-VARLiNGAM2026.02 | 76 | 81 | |
| VARLiNGAM2024.10 | 64 | 69 | |
| VARLiNGAM2026.02 | 64 | 69 | |
| DYNOTEARS2024.10 | 46 | 51 | |
| DYNOTEARS2026.02 | 46 | 51 | |
| VCDF-PCMCI2024.10 | 42 | 52 | |
| VCDF-PCMCI2026.02 | 42 | 52 | |
| PCMCI2024.10 | 38 | 49 | |
| PCMCI2026.02 | 38 | 49 | |
| TCDF2024.10 | 36 | 40 | |
| TCDF2026.02 | 36 | 40 |