Causal Discovery on Flood CausalRiver
32.26F1 ScoreOur Method
Evaluation results
| Method | Links | |
|---|---|---|
| Our MethodLag=102026.06 | 32.26 | |
| Our MethodLag=52026.06 | 30 | |
| DYNOTEARSLag=52026.06 | 13.42 | |
| DYNOTEARSLag=102026.06 | 13.33 | |
| cMLPLag=52026.06 | 12.03 | |
| cMLPLag=102026.06 | 11.58 | |
| PCGCELag=52026.06 | 11.16 | |
| cRNNLag=102026.06 | 10.09 | |
| cRNNLag=52026.06 | 9.52 | |
| PCGCELag=102026.06 | 8.13 | |
| VARLag=52026.06 | 6.07 | |
| VARLag=102026.06 | 5.74 | |
| MVGCLag=102026.06 | 5.72 | |
| MVGCLag=52026.06 | 5.59 | |
| cLSTMLag=102026.06 | 4.66 | |
| cLSTMLag=52026.06 | 4.65 | |
| VARLiNGAMLag=52026.06 | 4.03 | |
| VARLiNGAMLag=102026.06 | 3.62 | |
| TCDFLag=52026.06 | 0 | |
| TCDFLag=102026.06 | 0 | |
| TiMINoLag=52026.06 | 0 | |
| TiMINoLag=102026.06 | 0 |