Causal Discovery on Climate linear synthetic
4.42DtopGOBNILP
Evaluation results
| Method | Links | |
|---|---|---|
| GOBNILP2024.12 | 4.42 | |
| GOBNILP2024.12 | 4.42 | |
| TripletHybridization=PC2024.12 | 2 | |
| Triplet2024.12 | 2 | |
| NOTEARS2024.12 | 1.83 | |
| NOTEARS2024.12 | 1.83 | |
| GES2024.12 | 1.67 | |
| GES2024.12 | 1.67 | |
| GRaSP2024.12 | 0.83 | |
| GRaSP2024.12 | 0.83 | |
| MATSOutput type=MPDAG2024.12 | 0.6 | |
| MATSHybridization=PC2024.12 | 0.5 | |
| MATSOutput type=pi2024.12 | 0.4 | |
| PC2024.12 | 0.14 | |
| PC2024.12 | 0.14 | |
| BOSS2024.12 | 0 | |
| BOSS2024.12 | 0 |