Bivariate Causal Discovery on Vex
96AccuracyCVEL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CVEL2025.09 | 96 | 97 | |
| RECI2025.09 | 94 | 94 | |
| HECI2025.09 | 94 | 94 | |
| SLOPE2025.09 | 93 | 93 | |
| CAREFL2025.09 | 91 | 92 | |
| QPE-f2025.09 | 91 | 92 | |
| LOCI2025.09 | 87 | 86 | |
| IGCI2025.09 | 87 | 89 | |
| CGNN2025.09 | 77 | 77 | |
| ICA-LiNGAM2025.09 | 63 | 61 | |
| QPE-k2025.09 | 63 | 60 | |
| GRCI2025.09 | 54 | 55 | |
| CDCI2025.09 | 49 | 52 | |
| VAR-LiNGAM2025.09 | 48 | 49 | |
| Direct-LiNGAM2025.09 | 47 | 47 | |
| ANM2025.09 | 39 | 39 | |
| PNL2025.09 | 38 | 37 | |
| CAM2025.09 | 24 | 21 | |
| SLOPPY2025.09 | 10 | 7 | |
| DIVOT2025.09 | 5 | 4 | |
| CDS2025.09 | 4 | 7 | |
| QCCD2025.09 | 4 | 3 | |
| RESIT2025.09 | 3 | 3 |