Causal Discovery on ANLSMN
100AUROC (AN)bQCD
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| bQCD2026.04 | 100 | 100 | 90.5 | 83 | 100 | 100 | 100 | 100 | 100 | 100 | |
| LCUBE2026.04 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| RDMDL-St2026.04 | 86.8 | 76 | 53.7 | 51 | 78.5 | 69 | 5.8 | 13 | 1.4 | 7 | |
| RDMDL-R2026.04 | 84.5 | 74 | 52.3 | 51 | 77 | 68 | 6.9 | 13 | 1.3 | 7 | |
| GPI2026.04 | 79.2 | 85.5 | 62.4 | 62.5 | 72.8 | 83.6 | 73.8 | 70.9 | 85.7 | 80.7 | |
| RDMDL-Sc2026.04 | 58.6 | 52 | 34.7 | 34 | 53.5 | 51 | 4.8 | 12 | 0.8 | 4 | |
| RDMDL-FD2026.04 | 51.2 | 49 | 43.3 | 45 | 49 | 47 | 13.4 | 17 | 0.9 | 6 | |
| SLOPE2026.04 | 9.2 | 18 | 23.4 | 28 | 12.6 | 21 | 11 | 17 | 1.1 | 7 |