Time Series Classification on 10 datasets Avg.
75AccuracyUniTS-ST
Evaluation results
| Method | Links | |
|---|---|---|
| UniTS-STModel Category=Freq2024.02 | 75 | |
| TimesNetModel Category=Freq2024.02 | 73.6 | |
| Flow.Model Category=MLP2024.02 | 73 | |
| Station.Model Category=Transformers2024.02 | 72.7 | |
| RocketModel Category=Classic methods2024.02 | 72.5 | |
| In.Model Category=Transformers2024.02 | 72.1 | |
| Trans.Model Category=Transformers2024.02 | 71.9 | |
| LSTNetModel Category=RNN2024.02 | 71.8 | |
| Re.Model Category=Transformers2024.02 | 71.5 | |
| Auto.Model Category=Transformers2024.02 | 71.1 | |
| ETSModel Category=MLP2024.02 | 71 | |
| LSSLModel Category=RNN2024.02 | 70.9 | |
| Pyra.Model Category=Transformers2024.02 | 70.8 | |
| FEDModel Category=Transformers2024.02 | 70.7 | |
| LightTSModel Category=MLP2024.02 | 70.4 | |
| TCNModel Category=TCN2024.02 | 70.3 | |
| DLinearModel Category=MLP2024.02 | 67.5 | |
| DTWModel Category=Classic methods2024.02 | 67 | |
| XGBoostModel Category=Classic methods2024.02 | 66 | |
| LSTMModel Category=RNN2024.02 | 48.6 |