Forecasting on Hog
0.48MAEREGEN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| REGENProtocol=TSTR, Generative Method=REGEN, Forecaster=iTransformer2026.06 | 0.48 | — | 0.5 | — | |
| TRTRProtocol=TRTR, Forecaster=iTransformer2026.06 | 0.49 | — | 0.5 | — | |
| TimeGANProtocol=TSTR, Generative Method=TimeGAN, Forecaster=iTransformer2026.06 | 0.49 | — | 0.47 | — | |
| Chronos (Bolt)Protocol=UniCA2025.06 | 0.781 | 0.683 | 0.701 | 0.7 | |
| TimesFMProtocol=ZS2025.06 | 0.836 | 0.724 | 0.757 | 0.723 | |
| TimesFMProtocol=UniCA2025.06 | 0.836 | 0.726 | 0.758 | 0.746 | |
| Chronos (Bolt)Protocol=ZS2025.06 | 0.838 | 0.689 | 0.808 | 0.75 | |
| Chronos (Bolt)Protocol=SFT2025.06 | 0.853 | 0.706 | 0.853 | 0.782 | |
| PatchTST2025.06 | 0.856 | 0.786 | 0.767 | 0.751 | |
| TimesFMProtocol=LR2025.06 | 0.868 | 0.789 | 0.771 | 0.781 | |
| ChronosX2025.06 | 0.872 | 0.706 | 0.864 | 0.785 | |
| TimesFMProtocol=SFT2025.06 | 0.88 | 0.814 | 0.814 | 0.803 | |
| Chronos (Bolt)Protocol=LR2025.06 | 0.889 | 0.781 | 0.817 | 0.794 | |
| TiDE2025.06 | 0.891 | 0.868 | 0.807 | 0.782 | |
| TFT2025.06 | 0.893 | 0.859 | 0.822 | 0.784 | |
| TabPFN-TS2025.06 | 0.897 | 0.839 | 0.824 | 0.781 | |
| NBEATSx2025.06 | 0.914 | 0.906 | 0.863 | 0.835 | |
| TTM2025.06 | 0.933 | 0.814 | 0.902 | 1.015 | |
| Moirai2025.06 | 0.951 | 0.806 | 0.92 | 0.816 | |
| Time-MoEProtocol=UniCA2025.06 | 0.976 | 1.024 | 0.89 | 0.98 | |
| Time-MoEProtocol=ZS2025.06 | 1.203 | 1.012 | 1.554 | 1.195 | |
| TimeXer2025.06 | 1.48 | 1.547 | 2.145 | 1.994 | |
| DeepAR2025.06 | 1.518 | 1.173 | 2.209 | 1.311 |