Causal Discovery on CYTO
85F1 ScoreFCIT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FCITAlgorithm=FCI, CI Test=FCIT2026.06 | 85 | 82.5 | 53.8 | 137 | |
| BLITZ-poly ablationAlgorithm=PC, CI Test=-poly2026.06 | 84.1 | 79.9 | 49.9 | 5.18 | |
| BLITZAlgorithm=FCI, CI Test=BLITZ2026.06 | 84.1 | 79.9 | 49.9 | 4.844 | |
| BLITZ-poly ablationAlgorithm=FCI, CI Test=-poly2026.06 | 84.1 | 79.9 | 49.9 | 5.343 | |
| BLITZAlgorithm=RFCI, CI Test=BLITZ2026.06 | 84.1 | 79.9 | 49.9 | 4.884 | |
| BLITZ-poly ablationAlgorithm=RFCI, CI Test=-poly2026.06 | 84.1 | 79.9 | 49.9 | 5.136 | |
| BLITZAlgorithm=PC, CI Test=BLITZ2026.06 | 84 | 79.8 | 49.9 | 4.905 | |
| RCoTAlgorithm=FCI, CI Test=RCoT2026.06 | 84 | 79.7 | 49.3 | 34.09 | |
| FCITAlgorithm=PC, CI Test=FCIT2026.06 | 83.8 | 81.1 | 53.1 | 140.2 | |
| RCITAlgorithm=FCI, CI Test=RCIT2026.06 | 83.2 | 78.9 | 49.5 | 19 | |
| CCIAlgorithm=FCI, CI Test=CCI2026.06 | 82.3 | 78 | 49.2 | 646 | |
| FCITAlgorithm=RFCI, CI Test=FCIT2026.06 | 82.1 | 79.4 | 52.9 | 131.4 | |
| RCITAlgorithm=RFCI, CI Test=RCIT2026.06 | 81.2 | 76.7 | 50.1 | 14.47 | |
| RCITAlgorithm=PC, CI Test=RCIT2026.06 | 79.8 | 75.4 | 49.5 | 14.52 | |
| CCIAlgorithm=PC, CI Test=CCI2026.06 | 77.4 | 72.8 | 49.1 | 388.8 | |
| CCIAlgorithm=RFCI, CI Test=CCI2026.06 | 76.2 | 71.8 | 49.1 | 394.6 | |
| RCoTAlgorithm=PC, CI Test=RCoT2026.06 | 73.4 | 68.2 | 49.1 | 15.79 | |
| RCoTAlgorithm=RFCI, CI Test=RCoT2026.06 | 73.1 | 68.1 | 49.7 | 15.72 | |
| BLITZ-tree ablationAlgorithm=FCI, CI Test=-tree2026.06 | 63.4 | 58 | 50.1 | 10.64 | |
| BLITZ-tree ablationAlgorithm=PC, CI Test=-tree2026.06 | 60.9 | 55.2 | 49.9 | 1.333 | |
| BLITZ-tree ablationAlgorithm=RFCI, CI Test=-tree2026.06 | 57.8 | 52.5 | 49.9 | 1.324 |