Causal Discovery on sparse SCP
9Structural Hamming Distance (SHD)CDNOTS-Gated
Evaluation Results
| Method | Links | |
|---|---|---|
| CDNOTS-Gatedd=20, T=20002026.06 | 9 | |
| CDNOTS-Gatedd=20, T=10002026.06 | 11 | |
| CDNOTS-Gatedd=30, T=20002026.06 | 11 | |
| CDNOTS-Gatedd=20, T=5002026.06 | 13 | |
| CDNOTS-Gatedd=30, T=10002026.06 | 13 | |
| CDNOTSd=20, T=10002026.06 | 14 | |
| CDNOTSd=20, T=20002026.06 | 14 | |
| CDNOTS-Gatedd=50, T=10002026.06 | 16 | |
| CDNOTS-Gatedd=20, T=3002026.06 | 17 | |
| CDNOTSd=20, T=5002026.06 | 17 | |
| CDNOTS-Gatedd=50, T=20002026.06 | 18 | |
| CDNOTS-Gatedd=70, T=10002026.06 | 18 | |
| CDNOTS-Gatedd=70, T=20002026.06 | 18 | |
| CDNOTSd=20, T=3002026.06 | 19 | |
| CDNOTS-Gatedd=30, T=5002026.06 | 19 | |
| CDNOTS-Gatedd=50, T=5002026.06 | 21 | |
| TCDFd=20, T=20002026.06 | 22 | |
| TCDFd=20, T=10002026.06 | 23 | |
| CDNOTS-Gatedd=30, T=3002026.06 | 24 | |
| CDNOTSd=30, T=20002026.06 | 25 | |
| TCDFd=20, T=5002026.06 | 26 | |
| CDNOTSd=30, T=10002026.06 | 26 | |
| CDNOTS-Gatedd=70, T=5002026.06 | 26 | |
| CDNOTS-Gatedd=100, T=20002026.06 | 26 | |
| CDNOTS-Gatedd=100, T=10002026.06 | 27 | |
| CDNOTSd=30, T=5002026.06 | 30 | |
| CDNOTS-Gatedd=50, T=3002026.06 | 30 | |
| CDNOTSd=30, T=3002026.06 | 31 | |
| TCDFd=30, T=20002026.06 | 31 | |
| TCDFd=20, T=3002026.06 | 32 | |
| TCDFd=30, T=10002026.06 | 32 | |
| CDNOTS-Gatedd=70, T=3002026.06 | 37 | |
| TCDFd=30, T=5002026.06 | 40 | |
| CDNOTS-Gatedd=100, T=5002026.06 | 41 | |
| TCDFd=50, T=20002026.06 | 45 | |
| TCDFd=30, T=3002026.06 | 49 | |
| TCDFd=50, T=10002026.06 | 49 | |
| TCDFd=70, T=20002026.06 | 52 | |
| CDNOTS-Gatedd=100, T=3002026.06 | 52 | |
| TCDFd=70, T=10002026.06 | 60 | |
| TCDFd=50, T=5002026.06 | 62 | |
| CDNOTSd=50, T=10002026.06 | 64 | |
| TCDFd=100, T=20002026.06 | 65 | |
| CDNOTSd=50, T=3002026.06 | 66 | |
| CDNOTSd=50, T=5002026.06 | 69 | |
| CDNOTSd=50, T=20002026.06 | 74 | |
| TCDFd=100, T=10002026.06 | 79 | |
| TCDFd=50, T=3002026.06 | 85 | |
| TCDFd=70, T=5002026.06 | 92 | |
| PCMCId=20, T=3002026.06 | 104 | |
| PCMCId=20, T=10002026.06 | 104 | |
| PCMCId=20, T=20002026.06 | 106 | |
| PCMCId=20, T=5002026.06 | 108 | |
| CDNOTSd=70, T=3002026.06 | 117 | |
| CDNOTSd=70, T=5002026.06 | 118 | |
| TCDFd=100, T=5002026.06 | 120 | |
| CDNOTSd=70, T=10002026.06 | 124 | |
| TCDFd=70, T=3002026.06 | 128 | |
| CDNOTSd=70, T=20002026.06 | 139 | |
| TCDFd=100, T=3002026.06 | 159 | |
| CDNOTSd=100, T=3002026.06 | 218 | |
| PCMCId=30, T=3002026.06 | 226 | |
| PCMCId=30, T=10002026.06 | 226 | |
| PCMCId=30, T=5002026.06 | 227 | |
| PCMCId=30, T=20002026.06 | 229 | |
| CDNOTSd=100, T=5002026.06 | 243 | |
| CDNOTSd=100, T=10002026.06 | 281 | |
| CDNOTSd=100, T=20002026.06 | 313 | |
| PCMCId=50, T=20002026.06 | 619 | |
| PCMCId=50, T=10002026.06 | 627 | |
| PCMCId=50, T=5002026.06 | 638 | |
| PCMCId=50, T=3002026.06 | 642 | |
| PCMCId=70, T=20002026.06 | 1,210 | |
| PCMCId=70, T=5002026.06 | 1,233 | |
| PCMCId=70, T=10002026.06 | 1,241 | |
| PCMCId=70, T=3002026.06 | 1,246 | |
| PCMCId=100, T=20002026.06 | 2,478 | |
| PCMCId=100, T=10002026.06 | 2,490 | |
| PCMCId=100, T=5002026.06 | 2,530 | |
| PCMCId=100, T=3002026.06 | 2,575 |