ADBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | ADBench noisy-context scenario 1.0 | F1 Score84.78 | 532 | |
| Anomaly Detection | ADBench | Mean AUCROC90.43 | 34 | |
| Outlier Detection | ADBench v1 (train) | ALOI0.147 | 19 | |
| Anomaly Detection | ADBench 57 Datasets (test) | AP54.7 | 19 | |
| Anomaly Detection | ADBench ID 2 | AUCROC92.68 | 17 | |
| Anomaly Detection | ADBench ID 1 | AUCROC66.95 | 17 | |
| Anomaly Detection | ADBench 38 real-world datasets (clean-context) | F1 Score65.52 | 14 |
Showing 7 of 7 rows