Long-term Forecasting on Weather v1 (test)
0.16MSEAdaMamba
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AdaMambaInput Length (T)=96, Prediction Length (H)=962026.04 | 0.16 | 0.205 | |
| AdaMambaInput Length (T)=96, Prediction Length (H)=1922026.04 | 0.208 | 0.249 | |
| AdaMambaInput Length (T)=96, Prediction Length (H)=Average2026.04 | 0.244 | 0.272 | |
| FredformerPrediction Length=Avg, Input Sequence Length=962024.06 | 0.246 | 0.272 | |
| iTransformerPrediction Length=Avg, Input Sequence Length=962024.06 | 0.258 | 0.279 | |
| AdaMambaInput Length (T)=96, Prediction Length (H)=3362026.04 | 0.265 | 0.29 | |
| AdaMambaInput Length (T)=96, Prediction Length (H)=7202026.04 | 0.344 | 0.342 |