Bivariate Causal Discovery on CE-Net
91.8AUROCCDCI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CDCI2026.04 | 91.8 | 80.7 | |
| bQCD2026.04 | 90.7 | 81.3 | |
| LOCI2026.04 | 89.9 | 77.7 | |
| GPI2026.04 | 88.8 | 81.3 | |
| CDS2026.04 | 88.6 | 78.3 | |
| LCUBE2026.04 | 87.8 | 82.1 | |
| RDMDL-St2026.04 | 81.7 | 72.3 | |
| CAM2026.04 | 81.6 | 78.3 | |
| RDMDL-R2026.04 | 81.1 | 72 | |
| NNCL2026.04 | 79.9 | 66.7 | |
| HECI2026.04 | 79.4 | 72.3 | |
| RDMDL-Sc2026.04 | 77.5 | 69.3 | |
| RDMDL-FD2026.04 | 75.2 | 68.3 | |
| ROCHE2026.04 | 73.9 | 69 | |
| SLOPPY2026.04 | 70.1 | 62.3 | |
| SLOPE2026.04 | 67.1 | 62.3 | |
| RECI2026.04 | 65.8 | 60.3 | |
| CGNN2026.04 | 60 | 56.3 | |
| IGCI2026.04 | 57.2 | 57 | |
| ANM2026.04 | 56.3 | 59 | |
| FOM2026.04 | 27 | 35 |