Bivariate Causal Discovery on LS-s (AUROC, Accuracy)
100AUROCbQCD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| bQCD2026.04 | 100 | 100 | |
| LCUBE2026.04 | 100 | 100 | |
| FOM2026.04 | 99.3 | 99 | |
| ROCHE2026.04 | 99 | 99 | |
| CDCI2026.04 | 98.9 | 95 | |
| IGCI2026.04 | 98.7 | 94 | |
| CGNN2026.04 | 86.6 | 75 | |
| GPI2026.04 | 73.8 | 70.9 | |
| HECI2026.04 | 62.4 | 55 | |
| LOCI2026.04 | 58.4 | 58 | |
| ANM2026.04 | 52.3 | 57.8 | |
| RECI2026.04 | 39 | 44 | |
| CAM2026.04 | 36.9 | 52 | |
| NNCL2026.04 | 17.6 | 19 | |
| RDMDL-FD2026.04 | 13.4 | 17 | |
| SLOPE2026.04 | 11 | 17 | |
| RDMDL-R2026.04 | 6.9 | 13 | |
| SLOPPY2026.04 | 6.6 | 10 | |
| RDMDL-St2026.04 | 5.8 | 13 | |
| RDMDL-Sc2026.04 | 4.8 | 12 | |
| CDS2026.04 | 1.3 | 5 |