Time-series Forecasting on Amz Elec Full History
0.46sMAPELightGBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBMMethod Category=Naive & Classical2026.06 | 0.46 | 0.23 | |
| RAIDMethod Category=Ours2026.06 | 0.56 | 0.3 | |
| Chronos-SmallMethod Category=Foundation Models2026.06 | 0.66 | 0.5 | |
| TimesFMMethod Category=Foundation Models2026.06 | 0.71 | 0.45 | |
| Moirai-BaseMethod Category=Foundation Models2026.06 | 0.81 | 0.62 | |
| TiDEMethod Category=Supervised Deep Learning2026.06 | 1.05 | 0.55 | |
| TFTMethod Category=Supervised Deep Learning2026.06 | 1.1 | 0.58 | |
| DeepARMethod Category=Supervised Deep Learning2026.06 | 1.41 | 0.78 | |
| DeepMFMethod Category=Supervised Deep Learning2026.06 | 1.5 | 1 | |
| CSDIMethod Category=Foundation Models2026.06 | 1.7 | 1.1 | |
| Global MeanMethod Category=Naive & Classical2026.06 | 1.85 | 0.9 |