Bivariate Causal Discovery on Sig (Accuracy, AUDRC)
90AccuracyQPE-f
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QPE-f2025.09 | 90 | 93 | |
| QPE-k2025.09 | 89 | 84 | |
| CVEL2025.09 | 84 | 81 | |
| DIVOT2025.09 | 82 | 84 | |
| IGCI2025.09 | 77 | 81 | |
| LOCI2025.09 | 70 | 69 | |
| CGNN2025.09 | 68 | 66 | |
| CAREFL2025.09 | 64 | 65 | |
| ICA-LiNGAM2025.09 | 63 | 61 | |
| GRCI2025.09 | 54 | 54 | |
| ANM2025.09 | 44 | 50 | |
| PNL2025.09 | 43 | 48 | |
| CDCI2025.09 | 42 | 45 | |
| Direct-LiNGAM2025.09 | 37 | 36 | |
| VAR-LiNGAM2025.09 | 36 | 36 | |
| RESIT2025.09 | 20 | 22 | |
| QCCD2025.09 | 14 | 12 | |
| HECI2025.09 | 13 | 15 | |
| SLOPPY2025.09 | 11 | 8 | |
| CAM2025.09 | 9 | 5 | |
| CDS2025.09 | 8 | 9 | |
| RECI2025.09 | 7 | 6 | |
| SLOPE2025.09 | 6 | 6 |