Anomaly Detection on NIPS-TS-SWAN
95.9PrecisionMAAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MAAT2025.02 | 95.9 | 59.9 | 73.8 | |
| DCdetector2025.02 | 95.5 | 59.6 | 73.4 | |
| AnomalyTrans2025.02 | 90.7 | 47.4 | 62.3 | |
| IForest2025.02 | 56.9 | 59.8 | 58.3 | |
| OCSVM2025.02 | 47.4 | 49.8 | 48.5 | |
| AutoEncoder2025.02 | 47 | 52.2 | 50.9 | |
| LSTM-RNN2025.02 | 45.2 | 35.8 | 40 | |
| GBRT2025.02 | 44.7 | 37.5 | 40.8 | |
| Autoregression2025.02 | 42.1 | 35.4 | 38.5 | |
| MatrixProfile2025.02 | 17.1 | 17.1 | 17.1 |