Causal Discovery on ER5 (n=300, h=5) (test)
15FDRVISTA-WV
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VISTA-WVbase_method=NOTEARS2026.01 | 15 | 67 | 689.67 | 75 | |
| VISTA-WVbase_method=GOLEM2026.01 | 20 | 23 | 1,225 | 36 | |
| NOTEARSbase_method=NOTEARS2026.01 | 30 | 68 | 875.33 | 69 | |
| VISTA-WVbase_method=DAG-GNN2026.01 | 37 | 25 | 1,920.33 | 36 | |
| GOLEMbase_method=GOLEM2026.01 | 81 | 10 | 1,921.33 | 13 | |
| VISTA-NVbase_method=DAG-GNN2026.01 | 90 | 86 | 8,988 | 18 | |
| DAG-GNNbase_method=DAG-GNN2026.01 | 91 | 33 | 3,858 | 17 | |
| VISTA-NVbase_method=GOLEM2026.01 | 92 | 28 | 5,551 | 12 | |
| VISTA-NVbase_method=NOTEARS2026.01 | 93 | 94 | 6,520.33 | 10 | |
| VISTA-WVbase_method=SCORE2026.01 | 93 | 10 | 1,698.33 | 7 | |
| VISTA-NVbase_method=SCORE2026.01 | 96 | 17 | 18,762.67 | 6 |