Anomaly Detection on ETTh1
0.0001Clean MSETCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCNModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0001 | 0.0751 | 1,088 | |
| ResNetBlockModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.0004 | 0.0946 | 265 | |
| iTransformerModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0009 | 0.1414 | 164 | |
| L-InceptionModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.001 | 0.0844 | 81 | |
| MultiScaleCNNModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.0016 | 0.1362 | 85 | |
| TimesNetModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0027 | 0.0888 | 33 | |
| HybridCNNLSTMModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.0032 | 0.1736 | 54.8 | |
| LSTMModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0193 | 0.1662 | 9 | |
| DLinearModel Category=Static Baselines, Lookback=60, Horizon=102026.06 | 0.0197 | 0.1527 | 8 | |
| BiGRUModel Category=Synthesized, Lookback=60, Horizon=102026.06 | 0.1831 | 0.3279 | 1.8 |