Time Series Forecasting on TFB Avg
2.134MASEAurora
Evaluation Results
| Method | Links | |
|---|---|---|
| AuroraType=Zero-shot Foundation Models2025.09 | 2.134 | |
| AmpilifierType=Zero-shot Foundation Models, Year=20252025.09 | 2.14 | |
| SundialType=Zero-shot Foundation Models, Year=20252025.09 | 2.158 | |
| TimeMixerType=Full-shot End-to-end Supervised Models, Year=20242025.09 | 2.159 | |
| VisionTSType=Zero-shot Foundation Models, Year=20252025.09 | 2.167 | |
| TimeKANType=Zero-shot Foundation Models, Year=20252025.09 | 2.232 | |
| TimesNetType=Full-shot End-to-end Supervised Models, Year=20232025.09 | 2.34 | |
| PatchTSTType=Full-shot End-to-end Supervised Models, Year=20232025.09 | 2.347 | |
| StationaryType=Full-shot End-to-end Supervised Models, Year=20222025.09 | 2.353 | |
| RFType=Full-shot End-to-end Supervised Models, Year=20012025.09 | 2.406 | |
| N-HITSType=Full-shot End-to-end Supervised Models, Year=20232025.09 | 2.551 | |
| iTransformerType=Full-shot End-to-end Supervised Models, Year=20242025.09 | 2.593 | |
| N-BEATSType=Full-shot End-to-end Supervised Models, Year=20202025.09 | 2.639 | |
| DLinearType=Full-shot End-to-end Supervised Models, Year=20232025.09 | 2.67 | |
| FEDformerType=Full-shot End-to-end Supervised Models, Year=20222025.09 | 2.791 | |
| TimerType=Zero-shot Foundation Models, Year=20242025.09 | 2.81 | |
| LRType=Full-shot End-to-end Supervised Models, Year=20052025.09 | 4.44 | |
| TCNType=Full-shot End-to-end Supervised Models, Year=20182025.09 | 18.274 | |
| CrossformerType=Full-shot End-to-end Supervised Models, Year=20232025.09 | 29.224 |