Building IoT forecasting on BTS-B (test)
0.295nMAETopoBrick
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TopoBrickForecast Horizon (H)=24, Evaluation Protocol=Zero-shot2026.07 | 0.295 | 0.439 | |
| Chronos-2Forecast Horizon (H)=24, Evaluation Protocol=Zero-shot2026.07 | 0.316 | 0.51 | |
| FITSForecast Horizon (H)=24, Evaluation Protocol=Full-shot2026.07 | 0.342 | 0.455 | |
| DLinearForecast Horizon (H)=24, Evaluation Protocol=Full-shot2026.07 | 0.343 | 0.463 | |
| iTrans.Forecast Horizon (H)=24, Evaluation Protocol=Full-shot2026.07 | 0.347 | 0.613 | |
| TimesFM2.0Forecast Horizon (H)=24, Evaluation Protocol=Zero-shot2026.07 | 0.36 | 0.558 | |
| PatchTSTForecast Horizon (H)=24, Evaluation Protocol=Full-shot2026.07 | 0.379 | 0.744 | |
| TopoBrickForecast Horizon (H)=48, Evaluation Protocol=Zero-shot2026.07 | 0.388 | 0.557 | |
| Moirai2.0Forecast Horizon (H)=24, Evaluation Protocol=Zero-shot2026.07 | 0.391 | 0.663 | |
| TopoBrickForecast Horizon (H)=72, Evaluation Protocol=Zero-shot2026.07 | 0.408 | 0.567 | |
| Chronos-2Forecast Horizon (H)=48, Evaluation Protocol=Zero-shot2026.07 | 0.409 | 0.628 | |
| TopoBrickForecast Horizon (H)=96, Evaluation Protocol=Zero-shot2026.07 | 0.413 | 0.505 | |
| Chronos-2Forecast Horizon (H)=72, Evaluation Protocol=Zero-shot2026.07 | 0.43 | 0.635 | |
| Chronos-2Forecast Horizon (H)=96, Evaluation Protocol=Zero-shot2026.07 | 0.433 | 0.568 | |
| PersistenceForecast Horizon (H)=24, Evaluation Protocol=Naive2026.07 | 0.437 | 0.719 | |
| FITSForecast Horizon (H)=48, Evaluation Protocol=Full-shot2026.07 | 0.469 | 0.623 | |
| DLinearForecast Horizon (H)=48, Evaluation Protocol=Full-shot2026.07 | 0.473 | 0.638 | |
| TimesFM2.0Forecast Horizon (H)=48, Evaluation Protocol=Zero-shot2026.07 | 0.494 | 0.755 | |
| PatchTSTForecast Horizon (H)=48, Evaluation Protocol=Full-shot2026.07 | 0.504 | 0.934 | |
| iTrans.Forecast Horizon (H)=48, Evaluation Protocol=Full-shot2026.07 | 0.513 | 0.775 | |
| TimesFM2.0Forecast Horizon (H)=72, Evaluation Protocol=Zero-shot2026.07 | 0.549 | 0.84 | |
| DLinearForecast Horizon (H)=72, Evaluation Protocol=Full-shot2026.07 | 0.55 | 0.732 | |
| TimesFM2.0Forecast Horizon (H)=96, Evaluation Protocol=Zero-shot2026.07 | 0.567 | 0.806 | |
| Moirai2.0Forecast Horizon (H)=48, Evaluation Protocol=Zero-shot2026.07 | 0.576 | 0.942 | |
| FITSForecast Horizon (H)=72, Evaluation Protocol=Full-shot2026.07 | 0.583 | 0.798 | |
| FITSForecast Horizon (H)=96, Evaluation Protocol=Full-shot2026.07 | 0.619 | 0.769 | |
| Moirai2.0Forecast Horizon (H)=96, Evaluation Protocol=Zero-shot2026.07 | 0.623 | 0.853 | |
| Moirai2.0Forecast Horizon (H)=72, Evaluation Protocol=Zero-shot2026.07 | 0.633 | 0.964 | |
| DLinearForecast Horizon (H)=96, Evaluation Protocol=Full-shot2026.07 | 0.641 | 0.861 | |
| SNaiveForecast Horizon (H)=96, Evaluation Protocol=Naive2026.07 | 0.656 | 2.829 | |
| iTrans.Forecast Horizon (H)=72, Evaluation Protocol=Full-shot2026.07 | 0.678 | 1.102 | |
| PersistenceForecast Horizon (H)=48, Evaluation Protocol=Naive2026.07 | 0.686 | 1.142 | |
| PersistenceForecast Horizon (H)=96, Evaluation Protocol=Naive2026.07 | 0.731 | 1.066 | |
| PatchTSTForecast Horizon (H)=72, Evaluation Protocol=Full-shot2026.07 | 0.733 | 2.788 | |
| PatchTSTForecast Horizon (H)=96, Evaluation Protocol=Full-shot2026.07 | 0.765 | 3.628 | |
| PersistenceForecast Horizon (H)=72, Evaluation Protocol=Naive2026.07 | 0.781 | 1.281 | |
| SNaiveForecast Horizon (H)=72, Evaluation Protocol=Naive2026.07 | 0.804 | 4.404 | |
| SNaiveForecast Horizon (H)=48, Evaluation Protocol=Naive2026.07 | 1.091 | 7.787 | |
| iTrans.Forecast Horizon (H)=96, Evaluation Protocol=Full-shot2026.07 | 1.155 | 2.573 | |
| SNaiveForecast Horizon (H)=24, Evaluation Protocol=Naive2026.07 | 1.681 | 14.724 |