Bivariate Causal Discovery on CE-Multi
97.5AUROCHECI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HECI2026.04 | 97.5 | 90.7 | |
| RDMDL-FD2026.04 | 97 | 89.3 | |
| RDMDL-Sc2026.04 | 96.9 | 89 | |
| SLOPE2026.04 | 96.9 | 88.7 | |
| SLOPPY2026.04 | 96.6 | 90.3 | |
| RDMDL-R2026.04 | 96.5 | 88.3 | |
| RDMDL-St2026.04 | 96.5 | 88.3 | |
| CDCI2026.04 | 95.7 | 90 | |
| RECI2026.04 | 94.8 | 85.3 | |
| ROCHE2026.04 | 86.2 | 73.7 | |
| CGNN2026.04 | 80.1 | 68 | |
| IGCI2026.04 | 78 | 68 | |
| GPI2026.04 | 72.2 | 71.5 | |
| LOCI2026.04 | 71.4 | 70 | |
| NNCL2026.04 | 57.6 | 55.7 | |
| bQCD2026.04 | 53.2 | 49 | |
| ANM2026.04 | 48.7 | 51 | |
| LCUBE2026.04 | 43.5 | 33.1 | |
| CDS2026.04 | 41.2 | 43.7 | |
| CAM2026.04 | 38.3 | 35.3 | |
| FOM2026.04 | 10.4 | 20 |