Causal Discovery on CE
64.9AUROC (CE-Cha)GPI
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GPI2026.04 | 64.9 | 62.4 | 89.1 | 83.2 | 72.2 | 71.5 | 88.8 | 81.3 | |
| RDMDL-R2026.04 | 64.2 | 60.3 | 64.5 | 59 | 96.5 | 88.3 | 81.1 | 72 | |
| RDMDL-St2026.04 | 64 | 60.3 | 65.1 | 59 | 96.5 | 88.3 | 81.7 | 72.3 | |
| RDMDL-Sc2026.04 | 63.7 | 59.3 | 69.4 | 62.7 | 96.9 | 89 | 77.5 | 69.3 | |
| RDMDL-FD2026.04 | 62.7 | 60.7 | 64.7 | 58.7 | 97 | 89.3 | 75.2 | 68.3 | |
| SLOPE2026.04 | 59.3 | 57 | 73.3 | 67.3 | 96.9 | 88.7 | 67.1 | 62.3 | |
| bQCD2026.04 | 56.3 | 55 | 48.1 | 54.3 | 53.2 | 49 | 90.7 | 81.3 | |
| LCUBE2026.04 | 55.7 | 52.5 | 31.8 | 31.3 | 43.5 | 33.1 | 87.8 | 82.1 |