Causal Discovery on fMRI semi-synthetic
98.4AUCLCM24M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LCM24Mzero-shot=true, Parameters=24M2026.02 | 98.4 | — | |
| LCM12.2Mzero-shot=true, Parameters=12.2M2026.02 | 98.2 | — | |
| LCM9.4Mzero-shot=true, Parameters=9.4M2026.02 | 97.9 | — | |
| LCM2.5Mzero-shot=true, Parameters=2.5M2026.02 | 97.8 | — | |
| VARLiNGAMzero-shot=true2026.02 | 78.1 | — | |
| PCMCIzero-shot=true2026.02 | 76.8 | — | |
| DYNOzero-shot=true2026.02 | 48.3 | — | |
| ACT2025.06 | — | 86 | |
| CausalTime2025.06 | — | 77 |