Long-term forecasting on ETTm2 T=96
0.157MSEReNF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReNFLook-back window=searched from {336, 512, 720}2025.09 | 0.157 | 0.241 | |
| TimeBridgeLook-back window=searched from {336, 512, 720}2025.09 | 0.157 | 0.243 | |
| LeapTSInput sequence length=7202026.05 | 0.159 | 0.252 | |
| TimeBaseInput sequence length=7202026.05 | 0.162 | 0.256 | |
| PhaseformerInput sequence length=7202026.05 | 0.163 | 0.256 | |
| TimeMixerPrediction Length (T)=962024.06 | 0.164 | 0.254 | |
| PatchTSTInput sequence length=7202026.05 | 0.165 | 0.26 | |
| PatchTSTPrediction Length (T)=962024.06 | 0.166 | 0.256 | |
| FITSInput sequence length=7202026.05 | 0.166 | 0.256 | |
| AMDPrediction Length (T)=962024.06 | 0.167 | 0.258 | |
| DLinearPrediction Length (T)=962024.06 | 0.167 | 0.26 | |
| SparseTSFInput sequence length=7202026.05 | 0.167 | 0.259 | |
| MTS-MixersPrediction Length (T)=962024.06 | 0.177 | 0.259 | |
| MICNPrediction Length (T)=962024.06 | 0.178 | 0.273 | |
| iTransformerInput sequence length=7202026.05 | 0.179 | 0.274 | |
| iTransformerPrediction Length (T)=962024.06 | 0.18 | 0.264 | |
| FEDformerPrediction Length (T)=962024.06 | 0.18 | 0.271 | |
| TimesNetPrediction Length (T)=962024.06 | 0.187 | 0.267 | |
| TimeMixerInput sequence length=7202026.05 | 0.192 | 0.285 | |
| CrossformerInput sequence length=7202026.05 | 0.244 | 0.338 | |
| FEDformerInput sequence length=7202026.05 | 0.339 | 0.406 | |
| CrossformerPrediction Length (T)=962024.06 | 0.421 | 0.461 |