Causal discovery on Kuramoto_5 semi-synthetic
0.973AUCLCM24M
Evaluation results
| Method | Links | |
|---|---|---|
| LCM24Mzero-shot=true, Parameters=24M2026.02 | 0.973 | |
| LCM9.4Mzero-shot=true, Parameters=9.4M2026.02 | 0.972 | |
| LCM2.5Mzero-shot=true, Parameters=2.5M2026.02 | 0.956 | |
| LCM12.2Mzero-shot=true, Parameters=12.2M2026.02 | 0.953 | |
| CP (Stein et al.)zero-shot=true2026.02 | 0.541 | |
| DYNOzero-shot=true2026.02 | 0.498 | |
| VARLiNGAMzero-shot=true2026.02 | 0.479 | |
| PCMCIzero-shot=true2026.02 | 0.476 |