Bivariate Causal Discovery on LS (AUROC, Accuracy)
100AUROCbQCD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| bQCD2026.04 | 100 | 100 | |
| CDCI2026.04 | 100 | 100 | |
| LCUBE2026.04 | 100 | 100 | |
| ROCHE2026.04 | 100 | 100 | |
| CAM2026.04 | 99.9 | 98 | |
| HECI2026.04 | 99.1 | 92 | |
| IGCI2026.04 | 98.6 | 95 | |
| FOM2026.04 | 92.9 | 93 | |
| LOCI2026.04 | 91.1 | 85 | |
| NNCL2026.04 | 86.2 | 84 | |
| CDS2026.04 | 84.7 | 76 | |
| CGNN2026.04 | 78.8 | 70 | |
| RDMDL-St2026.04 | 78.5 | 69 | |
| RDMDL-R2026.04 | 77 | 68 | |
| GPI2026.04 | 72.8 | 83.6 | |
| ANM2026.04 | 59.4 | 57.8 | |
| RDMDL-Sc2026.04 | 53.5 | 51 | |
| RDMDL-FD2026.04 | 49 | 47 | |
| RECI2026.04 | 15.2 | 22 | |
| SLOPPY2026.04 | 14.3 | 22 | |
| SLOPE2026.04 | 12.6 | 21 |