Bivariate Causal Discovery on AN-s
100AccuracyCAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAM2025.09 | 100 | 100 | |
| RESIT2025.09 | 100 | 100 | |
| CAREFL2025.09 | 100 | 100 | |
| LOCI2025.09 | 100 | 100 | |
| SLOPPY2025.09 | 100 | 100 | |
| QPE-f2025.09 | 100 | 100 | |
| CDS2025.09 | 99 | 100 | |
| CVEL2025.09 | 98 | 100 | |
| IGCI2025.09 | 97 | 99 | |
| CDCI2025.09 | 96 | 98 | |
| QPE-k2025.09 | 88 | 75 | |
| QCCD2025.09 | 83 | 75 | |
| DIVOT2025.09 | 69 | 73 | |
| GRCI2025.09 | 68 | 60 | |
| ICA-LiNGAM2025.09 | 63 | 61 | |
| CGNN2025.09 | 57 | 57 | |
| HECI2025.09 | 55 | 60 | |
| PNL2025.09 | 49 | 48 | |
| ANM2025.09 | 47 | 42 | |
| RECI2025.09 | 35 | 34 | |
| SLOPE2025.09 | 26 | 21 | |
| VAR-LiNGAM2025.09 | 0 | 0 | |
| Direct-LiNGAM2025.09 | 0 | 0 |