Causal Discovery on Synthetic graphs N=100, E=100
126.7SHDSCONE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCONEN=100, E=1002026.03 | 126.7 | 23.7 | 34.5 | 18.6 | |
| SCONENodes=100, Edges=1002026.03 | 126.7 | 0.237 | — | — | |
| AVICIN=100, E=1002026.03 | 131.3 | 10 | 21 | 6.8 | |
| AVICINodes=100, Edges=1002026.03 | 131.3 | 0.1 | — | — | |
| DCD-FGN=100, E=1002026.03 | 1,001.3 | 5.2 | 3 | 23 | |
| DCD-FGNodes=100, Edges=1002026.03 | 1,001.3 | 0.052 | — | — | |
| SEA (GIES)N=100, E=1002026.03 | 1,797.2 | 2.2 | 1.2 | 18.5 | |
| SEA (GIES)Nodes=100, Edges=100, Algorithm=GIES2026.03 | 1,797.2 | 0.022 | — | — | |
| SEA (FCI)N=100, E=1002026.03 | 3,178.8 | 2.2 | 1.2 | 32.5 | |
| SEA (FCI)Nodes=100, Edges=100, Algorithm=FCI2026.03 | 3,178.8 | 0.022 | — | — |