Bivariate Causal Discovery on CE-Cha
72.2AUROCCDCI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CDCI2026.04 | 72.2 | 66.7 | |
| CDS2026.04 | 69.2 | 71 | |
| GPI2026.04 | 64.9 | 62.4 | |
| RDMDL-R2026.04 | 64.2 | 60.3 | |
| RDMDL-St2026.04 | 64 | 60.3 | |
| RDMDL-Sc2026.04 | 63.7 | 59.3 | |
| RDMDL-FD2026.04 | 62.7 | 60.7 | |
| SLOPE2026.04 | 59.3 | 57 | |
| RECI2026.04 | 58.8 | 56 | |
| CAM2026.04 | 58.6 | 53.3 | |
| SLOPPY2026.04 | 58.5 | 54 | |
| LOCI2026.04 | 56.9 | 57.3 | |
| bQCD2026.04 | 56.3 | 55 | |
| IGCI2026.04 | 55.9 | 55 | |
| LCUBE2026.04 | 55.7 | 52.5 | |
| HECI2026.04 | 55.6 | 56.7 | |
| CGNN2026.04 | 55.5 | 56 | |
| ROCHE2026.04 | 54.7 | 51.3 | |
| NNCL2026.04 | 49.6 | 50 | |
| FOM2026.04 | 42 | 44.3 | |
| ANM2026.04 | 34.3 | 40 |