Time Series Forecasting on ETTh2 (MASE)
1.01MASENatSRstable
Evaluation Results
| Method | Links | |
|---|---|---|
| NatSRstablePred. Len=12026.01 | 1.01 | |
| OneNetMAEPred. Len=12026.01 | 1.06 | |
| DER++Pred. Len=12026.01 | 1.08 | |
| NatSRfastPred. Len=12026.01 | 1.08 | |
| ERPred. Len=12026.01 | 1.09 | |
| FSNETMAEPred. Len=12026.01 | 1.1 | |
| FSNETPred. Len=12026.01 | 1.11 | |
| OneNetPred. Len=12026.01 | 1.12 | |
| OGDPred. Len=12026.01 | 1.14 | |
| interPDNForecast Horizon=962025.11 | 1.225 | |
| NatSRstablePred. Len=242026.01 | 1.23 | |
| xPatchForecast Horizon=962025.11 | 1.286 | |
| FSNETPred. Len=242026.01 | 1.36 | |
| FSNETMAEPred. Len=242026.01 | 1.37 | |
| interPDNForecast Horizon=1922025.11 | 1.379 | |
| BaseBackbone=Chronos Bolt, Fine-tuning=Disabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.383 | |
| PolyBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.386 | |
| MixFTBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.387 | |
| SharedBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.388 | |
| NatSRstablePred. Len=482026.01 | 1.39 | |
| MBCBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.39 | |
| mu-DatasetsBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.414 | |
| xPatchForecast Horizon=1922025.11 | 1.427 | |
| Arrow DatasetsBackbone=Chronos Bolt, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.431 | |
| PatchTSTForecast Horizon=962025.11 | 1.451 | |
| MixFTBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.474 | |
| SharedBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.475 | |
| FSNETMAEPred. Len=482026.01 | 1.48 | |
| MBCBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.483 | |
| PolyBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.485 | |
| FSNETPred. Len=482026.01 | 1.49 | |
| BaseBackbone=Moirai-1.1-R, Fine-tuning=Disabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.498 | |
| PatchTSTForecast Horizon=1922025.11 | 1.499 | |
| interPDNForecast Horizon=avg2025.11 | 1.516 | |
| OneNetPred. Len=242026.01 | 1.52 | |
| OneNetPred. Len=482026.01 | 1.54 | |
| Arrow DatasetsBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.546 | |
| OneNetMAEPred. Len=242026.01 | 1.56 | |
| PatchTSTForecast Horizon=3362025.11 | 1.577 | |
| interPDNForecast Horizon=3362025.11 | 1.578 | |
| mu-DatasetsBackbone=Moirai-1.1-R, Fine-tuning=Enabled, Evaluation Protocol=Zero-shot forecasting2026.03 | 1.586 | |
| xPatchForecast Horizon=avg2025.11 | 1.592 | |
| ERPred. Len=242026.01 | 1.6 | |
| DER++Pred. Len=242026.01 | 1.6 | |
| DER++Pred. Len=482026.01 | 1.61 | |
| OneNetMAEPred. Len=482026.01 | 1.61 | |
| PatchTSTForecast Horizon=avg2025.11 | 1.611 | |
| ERPred. Len=482026.01 | 1.62 | |
| OGDPred. Len=482026.01 | 1.63 | |
| xPatchForecast Horizon=3362025.11 | 1.636 | |
| NatSRfastPred. Len=242026.01 | 1.64 | |
| NatSRfastPred. Len=482026.01 | 1.64 | |
| OGDPred. Len=242026.01 | 1.65 | |
| TimesNetForecast Horizon=962025.11 | 1.829 | |
| interPDNForecast Horizon=7202025.11 | 1.88 | |
| PatchTSTForecast Horizon=7202025.11 | 1.917 | |
| TimesNetForecast Horizon=1922025.11 | 1.938 | |
| xPatchForecast Horizon=7202025.11 | 2.018 | |
| TimesNetForecast Horizon=3362025.11 | 2.138 | |
| TimesNetForecast Horizon=avg2025.11 | 2.14 | |
| iTransformerForecast Horizon=1922025.11 | 2.246 | |
| iTransformerForecast Horizon=962025.11 | 2.331 | |
| iTransformerForecast Horizon=avg2025.11 | 2.617 | |
| TimesNetForecast Horizon=7202025.11 | 2.653 | |
| iTransformerForecast Horizon=3362025.11 | 2.784 | |
| iTransformerForecast Horizon=7202025.11 | 3.107 |