Long-horizon block forecasting on ETTh1 (6:2:2)
0.459MAEAutoformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AutoformerLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.459 | 0.449 | — | |
| STNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.487 | 0.539 | — | |
| TETNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.639 | 0.723 | — | |
| InformerLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.713 | 0.865 | — | |
| BANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.757 | 1.002 | — | |
| BNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.794 | 1.067 | — | |
| CANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.798 | 1.106 | — | |
| ANPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.82 | 1.182 | — | |
| SConvCNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.827 | 1.105 | — | |
| ConvCNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 0.837 | 1.139 | — | |
| TNPLook-back window length (L)=96, Prediction timestamps (T)=962026.05 | 1.106 | 0.8 | — |