Causal Discovery on Tübingen
82AUROCRDMDL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RDMDLVariant=FD2026.04 | 82 | 71.9 | 86.6 | |
| SLOPE2026.04 | 80.5 | 73.3 | 86.4 | |
| SLOPPY2026.04 | 79.3 | 72.6 | 85.3 | |
| SLOPE2025.12 | 78.9 | 71.5 | — | |
| GPLVMSource=GPLVM, COMIC2026.04 | 78 | — | — | |
| RECI2026.04 | 76.4 | 70.5 | 75.7 | |
| RDMDLVariant=Sc2026.04 | 76.3 | 67.4 | 81.7 | |
| HECI2026.04 | 75.3 | 70.5 | 79.2 | |
| RDMDLVariant=St2026.04 | 75.3 | 68 | 80.1 | |
| COMICSource=COMIC2026.04 | 75 | — | — | |
| RDMDLVariant=R2026.04 | 74.7 | 68 | 79.1 | |
| RECI2025.12 | 73.9 | 70.2 | — | |
| bQCD2025.12 | 73 | 70 | — | |
| bQCD2026.04 | 71.1 | 69.6 | 70.1 | |
| IGCI2025.12 | 70.7 | 65.1 | — | |
| PNLSource=bQCD2026.04 | 70 | — | — | |
| IGCI2026.04 | 69.8 | 60.9 | 73.3 | |
| EMD2025.12 | 69.3 | 61.7 | — | |
| GPI2026.04 | 68.1 | 68.7 | 67 | |
| CGNN2025.12 | 66.7 | 62.5 | — | |
| NNCL2026.04 | 65.3 | 55.2 | 63.4 | |
| CURESource=bQCD2026.04 | 64 | — | — | |
| ANM2026.04 | 61.9 | 60.4 | 62.9 | |
| CGNN2026.04 | 61.6 | 61.5 | 69.6 | |
| CDCI2026.04 | 60.7 | 61.5 | 55 | |
| CDS2026.04 | 59 | 60.5 | 57.8 | |
| LCUBE2026.04 | 58 | 58.9 | 70.1 | |
| LOCI2026.04 | 57.4 | 61.5 | 49.5 | |
| ROCHE2026.04 | 56.7 | 53 | 53.7 | |
| LiNGAM2025.12 | 50 | 49.2 | — | |
| GRANSource=bQCD2026.04 | 47 | — | — | |
| CAM2026.04 | 46.6 | 52.3 | 43.1 | |
| FOM2026.04 | 45.1 | 45.5 | 40.9 | |
| ANM2025.12 | 44.7 | 39.7 | — | |
| EMDSource=bQCD2026.04 | 43 | — | — | |
| PNL2025.12 | 41.3 | 44.5 | — | |
| LiNGAMSource=bQCD2026.04 | 30 | — | — | |
| COMICSource=COMIC2026.04 | — | 67 | — | |
| CURESource=bQCD2026.04 | — | 61 | — | |
| EMDSource=bQCD2026.04 | — | 68 | — | |
| GRANSource=bQCD2026.04 | — | 50 | — | |
| GRCISource=LOCI2026.04 | — | 82 | — | |
| GRCISource=LOCI2026.04 | — | — | 73 | |
| LiNGAMSource=bQCD2026.04 | — | 42 | — | |
| PNLSource=bQCD2026.04 | — | 73 | — |