Anomaly Detection On Ucr Anomaly Archive
Metrics
AUC ROC
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | AUC ROC |
|---|---|
| kan-ad-time-series-anomaly-detection-with | 0.6432 |
| aer-auto-encoder-with-regression-for-time | - |
| is-it-worth-it-an-experimental-comparison-of | 0.58 ±0.01 |
| kan-ad-time-series-anomaly-detection-with | 0.4599 |
| aer-auto-encoder-with-regression-for-time | - |
| kan-ad-time-series-anomaly-detection-with | 0.5699 |
| is-it-worth-it-an-experimental-comparison-of | 0.56 ± 0.0019 |
| aer-auto-encoder-with-regression-for-time | - |
| kan-ad-time-series-anomaly-detection-with | 0.7145 |
| kan-ad-time-series-anomaly-detection-with | 0.5109 |
| aer-auto-encoder-with-regression-for-time | - |
| kan-ad-time-series-anomaly-detection-with | 0.8188 ±0.0041 |
| aer-auto-encoder-with-regression-for-time | - |
| is-it-worth-it-an-experimental-comparison-of | 0.63 ±0.009 |
| kan-ad-time-series-anomaly-detection-with | 0.6550 |
| aer-auto-encoder-with-regression-for-time | - |
| kan-ad-time-series-anomaly-detection-with | 0.7489 |
| kan-ad-time-series-anomaly-detection-with | 0.8001 |
| kan-ad-time-series-anomaly-detection-with | 0.4536 |
| is-it-worth-it-an-experimental-comparison-of | 0.51 ± 0.0 |
| is-it-worth-it-an-experimental-comparison-of | 0.66 ± 0.0 |
| is-it-worth-it-an-experimental-comparison-of | 0.56 ±0.003 |
| kan-ad-time-series-anomaly-detection-with | 0.5458 |
| kan-ad-time-series-anomaly-detection-with | 0.5969 |