Long-term forecasting on Weather Horizon 96
0.11MSEEmp Bound
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Emp BoundLook-back window=searched from {336, 512, 720}2025.09 | 0.11 | 0.149 | |
| ReNFLook-back window=searched from {336, 512, 720}2025.09 | 0.138 | 0.18 | |
| CrossformerLook-back window=searched from {336, 512, 720}2025.09 | 0.143 | 0.21 | |
| TimeBridgeLook-back window=searched from {336, 512, 720}2025.09 | 0.144 | 0.184 | |
| TimeDistillLook-back window=searched from {336, 512, 720}2025.09 | 0.145 | 0.204 | |
| LeapTSInput sequence length=7202026.05 | 0.146 | 0.197 | |
| TimeBaseInput sequence length=7202026.05 | 0.146 | 0.198 | |
| DUETLook-back window=searched from {336, 512, 720}2025.09 | 0.146 | 0.191 | |
| TimeMixerLook-back window=searched from {336, 512, 720}2025.09 | 0.147 | 0.198 | |
| PhaseformerInput sequence length=7202026.05 | 0.148 | 0.195 | |
| PatchTSTInput sequence length=7202026.05 | 0.149 | 0.199 | |
| PatchTSTLook-back window=searched from {336, 512, 720}2025.09 | 0.15 | 0.2 | |
| CrossformerInput sequence length=7202026.05 | 0.151 | 0.21 | |
| Timer-XLLook-back window=6722025.09 | 0.157 | 0.205 | |
| iTransformerLook-back window=searched from {336, 512, 720}2025.09 | 0.157 | 0.206 | |
| iTransformerInput sequence length=7202026.05 | 0.159 | 0.212 | |
| TimeMixerInput sequence length=7202026.05 | 0.163 | 0.223 | |
| DLinearLook-back window=searched from {336, 512, 720}2025.09 | 0.17 | 0.23 | |
| SparseTSFInput sequence length=7202026.05 | 0.174 | 0.231 | |
| FITSInput sequence length=7202026.05 | 0.176 | 0.232 | |
| FEDformerInput sequence length=7202026.05 | 0.289 | 0.342 |