Long-horizon block forecasting on Electricity (7:1:2)
0.281MAESTNP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.281 | 0.179 | — | |
| AutoformerLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.317 | 0.201 | — | |
| ConvCNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.36 | 0.287 | — | |
| ANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.364 | 0.286 | — | |
| SConvCNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.364 | 0.284 | — | |
| CANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.366 | 0.285 | — | |
| BANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.367 | 0.289 | — | |
| TETNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.367 | 0.283 | — | |
| InformerLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.368 | 0.274 | — | |
| BNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.399 | 0.332 | — | |
| TNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.83 | 1.012 | — |