Causal Discovery on Polynomial in-distribution graphs (N=20, E=20) (test)
14.6SHDSCONE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCONE2026.03 | 14.6 | 65.5 | 69.4 | 62.4 | |
| NOTEARS2026.03 | 19.7 | 67.5 | 54.4 | 89.9 | |
| POLY-BIC CD2026.03 | 22.1 | 52.4 | 51.1 | 54.6 | |
| DCDI-DSF2026.03 | 63.9 | 19.5 | 39.6 | 13 | |
| DCD-FG2026.03 | 86.7 | 15.7 | 10.1 | 37.7 |