Anomaly Detection on ETTm1
0Clean MSETimesNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TimesNetModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0 | 0.1168 | 29,191 | |
| ResNetBlockModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0 | 0.0177 | 431 | |
| TCNModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0 | 0.1483 | 3,088 | |
| BiGRUModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.0001 | 0.1487 | 1,228 | |
| MultiScaleCNNModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.0003 | 0.2759 | 895 | |
| iTransformerModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0003 | 0.3236 | 951 | |
| L-InceptionModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.0009 | 0.1133 | 126 | |
| HybridCNNLSTMModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.001 | 0.2802 | 284 | |
| DLinearModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0016 | 0.215 | 138 | |
| LSTMModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0052 | 0.3176 | 61 |