Causal Discovery on Tennessee Eastman Process
75FDRPC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PC2026.02 | 75 | 16.95 | 5.12 | 69 | 25 | 13.56 | 17.58 | |
| CORL2026.02 | 78.12 | 4.27 | 6.87 | 176 | 21.88 | 4.27 | 7.14 | |
| ICALiNGAM2026.02 | 78.12 | 7.87 | 5.69 | 100 | 21.88 | 7.87 | 11.57 | |
| GES2026.02 | 87.5 | 19.8 | 6.56 | 106 | 12.5 | 3.96 | 6.02 | |
| DirectLiNGAM2026.02 | 90.62 | 4.55 | 6.28 | 89 | 9.38 | 4.55 | 6.12 | |
| GOLEM2026.02 | 90.62 | 3.06 | 6.74 | 120 | 9.38 | 3.06 | 4.62 | |
| FCI2026.02 | 93.75 | 16.67 | 5.81 | 37 | 6.25 | 16.67 | 9.09 | |
| MCSL2026.02 | 93.75 | 8 | 5.96 | 53 | 6.25 | 8 | 7.02 | |
| NOTEARS-MLP2026.02 | 93.75 | 3.64 | 6.34 | 82 | 6.25 | 3.64 | 4.6 | |
| NOTEARS2026.02 | 100 | 0 | 6.12 | 35 | 0 | 0 | 0 |