Anomaly Detection on UEA time-series datasets
Metric: Avg. ROC-AUC (higher is better)
Metric: Avg. ROC-AUC (higher is better)
| # | Model↕ | Avg. ROC-AUC▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SINBAD | 96.8 | No | Set Features for Fine-grained Anomaly Detection | 2023-02-23 | Code |
| 2 | GOAD | 87.2 | No | Classification-Based Anomaly Detection for Gener... | 2020-05-05 | Code |
| 3 | DROCC | 86.8 | No | DROCC: Deep Robust One-Class Classification | 2020-02-28 | Code |