Long-horizon block forecasting on Weather (7:1:2)
0.227MAESTNP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| STNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.227 | 0.185 | — | |
| TETNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.257 | 0.202 | — | |
| AutoformerLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.336 | 0.266 | — | |
| InformerLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.384 | 0.3 | — | |
| CANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.418 | 0.344 | — | |
| BANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.464 | 0.406 | — | |
| ConvCNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.51 | 0.509 | — | |
| ANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.516 | 0.518 | — | |
| SConvCNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.525 | 0.593 | — | |
| BNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.599 | 0.686 | — | |
| TNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.61 | 0.641 | — |