Time-series forecasting on Climate Time-MMD
0.92MSETransformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TransformerBackbone=Transformer, Framework=TaTS2025.02 | 0.92 | 0.753 | 7.8 | |
| FEDformerBackbone=FEDformer, Framework=TaTS2025.02 | 0.926 | 0.76 | 8.4 | |
| InformerBackbone=Informer, Framework=TaTS2025.02 | 0.93 | 0.756 | 7.1 | |
| DLinearBackbone=DLinear, Framework=TaTS2025.02 | 0.931 | 0.759 | 15.7 | |
| CrossformerBackbone=Crossformer, Framework=TaTS2025.02 | 0.938 | 0.755 | 6.4 | |
| FiLMBackbone=FiLM, Framework=TaTS2025.02 | 0.945 | 0.772 | 19.8 | |
| AutoformerBackbone=Autoformer, Framework=TaTS2025.02 | 0.98 | 0.789 | 6.9 | |
| PatchTSTBackbone=PatchTST, Framework=TaTS2025.02 | 1.004 | 0.798 | 2.5 | |
| iTransformerBackbone=iTransformer, Framework=TaTS2025.02 | 1.028 | 0.804 | 1.5 |