Bivariate Causal Discovery on Multi
97AccuracyCVEL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CVEL2025.09 | 97 | 96 | |
| QPE-f2025.09 | 96 | 96 | |
| CDCI2025.09 | 92 | 93 | |
| HECI2025.09 | 91 | 90 | |
| SLOPE2025.09 | 88 | 88 | |
| QPE-k2025.09 | 88 | 89 | |
| RECI2025.09 | 85 | 85 | |
| CGNN2025.09 | 84 | 83 | |
| LOCI2025.09 | 79 | 80 | |
| CAREFL2025.09 | 76 | 79 | |
| IGCI2025.09 | 68 | 66 | |
| GRCI2025.09 | 61 | 58 | |
| ICA-LiNGAM2025.09 | 52 | 57 | |
| QCCD2025.09 | 49 | 49 | |
| ANM2025.09 | 48 | 42 | |
| SLOPPY2025.09 | 46 | 47 | |
| PNL2025.09 | 45 | 41 | |
| CDS2025.09 | 44 | 46 | |
| RESIT2025.09 | 37 | 43 | |
| Direct-LiNGAM2025.09 | 35 | 41 | |
| CAM2025.09 | 35 | 36 | |
| VAR-LiNGAM2025.09 | 34 | 40 | |
| DIVOT2025.09 | 34 | 38 |