Long-term forecasting on Weather Horizon 192 (MSE, MAE)
0.185MSETimeBase
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeBaseInput sequence length=7202026.05 | 0.185 | 0.241 | |
| LeapTSInput sequence length=7202026.05 | 0.189 | 0.236 | |
| PhaseformerInput sequence length=7202026.05 | 0.193 | 0.237 | |
| PatchTSTInput sequence length=7202026.05 | 0.193 | 0.243 | |
| TimeMixerInput sequence length=7202026.05 | 0.201 | 0.255 | |
| iTransformerInput sequence length=7202026.05 | 0.203 | 0.252 | |
| FITSInput sequence length=7202026.05 | 0.203 | 0.256 | |
| SparseTSFInput sequence length=7202026.05 | 0.216 | 0.267 | |
| CrossformerInput sequence length=7202026.05 | 0.22 | 0.273 | |
| FEDformerInput sequence length=7202026.05 | 0.34 | 0.403 |