Causal Structural Learning on Erdős-Rényi (ER) Model n=100 S4 (small)
11FDRNSCSL-TE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NSCSL-TEp=20, n=1002023.01 | 11 | 100 | 0.86 | 10.8 | |
| NSCSL-DEp=20, n=1002023.01 | 11 | 69 | 1.34 | 12.4 | |
| PCp=20, n=1002023.01 | 92 | 51 | 19.08 | 6.9 | |
| LINGAMp=20, n=1002023.01 | 92 | 99 | 33 | 8.1 | |
| NOTEARSp=20, n=1002023.01 | 93 | 100 | 40.8 | 22.9 | |
| DAGGNNp=20, n=1002023.01 | 93 | 97 | 41.34 | 28.3 | |
| CAMp=20, n=1002023.01 | 93 | 63 | 29.8 | 19.6 | |
| GSGESp=20, n=1002023.01 | 98 | 22 | 43.2 | 14.9 | |
| FCIp=20, n=1002023.01 | 98 | 10 | 22.7 | 6.6 |