Time series forecasting on ETTh1 (MSE, MAE, %Promotion)
-2MSEChronos-tiny
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Chronos-tinyConfiguration=%Promotion2026.02 | -2 | 0.4 | — | |
| Timer-LOTSAConfiguration=%Promotion2026.02 | -0.2 | 0 | — | |
| Timer-UTSDConfiguration=with TATO2026.02 | 0.3901 | 0.4762 | — | |
| Timer-UTSDConfiguration=Vanilla2026.02 | 0.4096 | 0.4846 | — | |
| Moirai-largeConfiguration=with TATO2026.02 | 0.4141 | 0.4823 | — | |
| AverageConfiguration=with TATO2026.02 | 0.4307 | 0.496 | — | |
| Chronos-tinyConfiguration=Vanilla2026.02 | 0.4371 | 0.5055 | — | |
| Timer-LOTSAConfiguration=Vanilla2026.02 | 0.4372 | 0.501 | — | |
| Timer-LOTSAConfiguration=with TATO2026.02 | 0.4379 | 0.501 | — | |
| Moirai-largeConfiguration=Vanilla2026.02 | 0.4381 | 0.4989 | — | |
| AverageConfiguration=Vanilla2026.02 | 0.4458 | 0.5052 | — | |
| Moirai-smallConfiguration=with TATO2026.02 | 0.446 | 0.5044 | — | |
| Chronos-tinyConfiguration=with TATO2026.02 | 0.446 | 0.5036 | — | |
| Moirai-baseConfiguration=with TATO2026.02 | 0.4503 | 0.5081 | — | |
| Moirai-smallConfiguration=Vanilla2026.02 | 0.4628 | 0.5163 | — | |
| Moirai-baseConfiguration=Vanilla2026.02 | 0.4901 | 0.5249 | — | |
| AverageConfiguration=%Promotion2026.02 | 3.4 | 1.8 | — | |
| Moirai-smallConfiguration=%Promotion2026.02 | 3.6 | 2.3 | — | |
| Timer-UTSDConfiguration=%Promotion2026.02 | 4.8 | 1.7 | — | |
| Moirai-largeConfiguration=%Promotion2026.02 | 5.5 | 3.3 | — | |
| Moirai-baseConfiguration=%Promotion2026.02 | 8.1 | 3.2 | — |