| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CausalTime traffic N = 20 | SVAR-FM-DAG+FM+CA | AUROC53.4 | 7 | 22d ago | |
| CausalTime pm25 (N = 36) | SVAR-FM-DAG | AUROC75.8 | 7 | 22d ago | |
| CausalTime medical (N = 20) | SVAR-FM-DAG | AUROC57.5 | 7 | 22d ago | |
| IT Web | VCDF-VARLiNGAM | Summary F155 | 3 | 3mo ago | |
| IT MoM | VCDF-VARLiNGAM | Summary F10.56 | 3 | 3mo ago | |
| IT Antivirus | VCDF-VARLiNGAM | Summary F1 Score49 | 3 | 3mo ago | |
| fMRI | VCDF-VARLiNGAM | Window F1 Score51 | 3 | 3mo ago |
