Causal Discovery on Sachs biology
33.7F1 Score (Threshold 0.5)TCPFN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TCPFNthreshold selection=oracle2026.06 | 33.7 | 62.8 | — | — | 0.3 | 78 | |
| Grangerthreshold selection=oracle2026.06 | 27.9 | 47.9 | — | — | 0.15 | 105 | |
| PCMCIthreshold selection=oracle2026.06 | 27.2 | 46.2 | — | — | 0.01 | 108 | |
| Grangerthreshold=0.5, tuning=none2026.06 | 22.8 | 47.9 | 62 | 17 | — | — | |
| TCPFNthreshold=0.5, tuning=none2026.06 | 21.7 | 62.8 | 29 | 17 | — | — | |
| PCMCIthreshold=0.5, tuning=none2026.06 | 0 | 46.2 | 0 | 17 | — | — |