Time Series Forecasting on Weather (MSE)
0.218MSEFEM MAMBA
Evaluation results
| Method | Links | |
|---|---|---|
| FEM MAMBA2026.02 | 0.218 | |
| FEM AFT2026.02 | 0.218 | |
| AFT2026.02 | 0.221 | |
| PatchTST2026.02 | 0.221 | |
| FEM SM2026.02 | 0.222 | |
| FEM GLA2026.02 | 0.223 | |
| GLA2026.02 | 0.223 | |
| iTransformer2026.02 | 0.232 | |
| DLinear2026.02 | 0.233 | |
| δ-AdapterBackbone Model=DistPred, Variant=Ada-X+Y2026.01 | 0.242 | |
| δ-AdapterBackbone Model=iTransformer, Variant=Ada-X+Y2026.01 | 0.244 | |
| LoRABackbone Model=DistPred2026.01 | 0.251 | |
| SOLIDBackbone Model=DistPred2026.01 | 0.255 | |
| LoRABackbone Model=iTransformer2026.01 | 0.255 | |
| OfflineBackbone Model=DistPred2026.01 | 0.256 | |
| TAFASBackbone Model=DistPred2026.01 | 0.256 | |
| SOLIDBackbone Model=iTransformer2026.01 | 0.257 | |
| OfflineBackbone Model=iTransformer2026.01 | 0.259 | |
| TAFASBackbone Model=iTransformer2026.01 | 0.259 | |
| δ-AdapterBackbone Model=Autoformer, Variant=Ada-X+Y2026.01 | 0.299 | |
| SOLIDBackbone Model=Autoformer2026.01 | 0.316 | |
| OfflineBackbone Model=Autoformer2026.01 | 0.325 | |
| TAFASBackbone Model=Autoformer2026.01 | 0.325 | |
| OneNetBackbone Model=Others2026.01 | 0.39 | |
| FSNetBackbone Model=Others2026.01 | 0.541 |