Causal Discovery on Tigramite S1 Linear Gaussian
100F1 ScoreVARLiNGAM
Evaluation results
| Method | Links | |
|---|---|---|
| VARLiNGAMMethod Category=Observational baseline2026.05 | 100 | |
| SVAR-FMMethod Category=Intervention-based, Intervention Protocol=Method II (DGP-direct hard intervention)2026.05 | 100 | |
| SVAR-FM-CFMethod Category=Intervention-based, Intervention Protocol=Method II (DGP-direct hard intervention), Residual Correlation Threshold=> 0.52026.05 | 74.8 | |
| GrangerMethod Category=Observational baseline2026.05 | 69.7 | |
| IGSPMethod Category=Intervention-based, Intervention Protocol=Method II (DGP-direct hard intervention)2026.05 | 64 | |
| PCMCI+Method Category=Observational baseline2026.05 | 57.1 | |
| PCMCIMethod Category=Observational baseline2026.05 | 55 | |
| UT-IGSPMethod Category=Intervention-based, Intervention Protocol=Method II (DGP-direct hard intervention)2026.05 | 46 |