Time-series Forecasting on 1C RU Full History
1.06sMAPELightGBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightGBMMethod Category=Naive & Classical2026.06 | 1.06 | 0.43 | |
| TFTMethod Category=Supervised Deep Learning2026.06 | 1.11 | 0.51 | |
| RAIDMethod Category=Ours2026.06 | 1.11 | 0.34 | |
| TiDEMethod Category=Supervised Deep Learning2026.06 | 1.16 | 0.53 | |
| TimesFMMethod Category=Foundation Models2026.06 | 1.21 | 0.47 | |
| DeepARMethod Category=Supervised Deep Learning2026.06 | 1.26 | 0.65 | |
| Chronos-SmallMethod Category=Foundation Models2026.06 | 1.26 | 0.55 | |
| Moirai-BaseMethod Category=Foundation Models2026.06 | 1.31 | 0.62 | |
| DeepMFMethod Category=Supervised Deep Learning2026.06 | 1.55 | 0.71 | |
| CSDIMethod Category=Foundation Models2026.06 | 1.65 | 0.61 | |
| Global MeanMethod Category=Naive & Classical2026.06 | 1.92 | 0.69 |