Causal Discovery on Synthetic Non-linear
69Window F1VCDF-VARLiNGAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VCDF-VARLiNGAM2024.10 | 69 | 75 | |
| VCDF-VARLiNGAM2026.02 | 69 | 75 | |
| VARLiNGAM2024.10 | 61 | 67 | |
| VARLiNGAM2026.02 | 61 | 67 | |
| DYNOTEARS2024.10 | 54 | 60 | |
| DYNOTEARS2026.02 | 54 | 60 | |
| VCDF-PCMCI2024.10 | 44 | 52 | |
| VCDF-PCMCI2026.02 | 44 | 52 | |
| PCMCI2024.10 | 36 | 48 | |
| PCMCI2026.02 | 36 | 48 | |
| TCDF2024.10 | 35 | 38 | |
| TCDF2026.02 | 35 | 38 |