Point Forecasting on ETTh2 (MSE, MAE)
0.32MSEZEUS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZEUSProtocol=Zero-shot, Model Category=Time Series Foundation Model2026.07 | 0.32 | 0.364 | |
| Sundialvariant=Base2025.02 | 0.333 | 0.387 | |
| Sundialvariant=Large2025.02 | 0.334 | 0.387 | |
| SundiallProtocol=Zero-shot, Model Category=Pretrained Forecasting Model2026.07 | 0.334 | 0.387 | |
| Sundialvariant=Small2025.02 | 0.34 | 0.387 | |
| TotobProtocol=Zero-shot, Model Category=Pretrained Forecasting Model2026.07 | 0.34 | 0.363 | |
| ChronosBoltbProtocol=Zero-shot, Model Category=Pretrained Forecasting Model2026.07 | 0.341 | 0.364 | |
| ModernTCNProtocol=Supervised, Model Category=Task-Specific Model2026.07 | 0.346 | 0.392 | |
| Timer-XLprotocol=Zero-shot2025.02 | 0.347 | 0.388 | |
| KairoslProtocol=Zero-shot, Model Category=Pretrained Forecasting Model2026.07 | 0.35 | 0.374 | |
| PatchTSTProtocol=Supervised, Model Category=Task-Specific Model2026.07 | 0.361 | 0.402 | |
| Moiraivariant=Base2025.02 | 0.362 | 0.382 | |
| Time-MoEvariant=Base2025.02 | 0.366 | 0.404 | |
| Moiraivariant=Large2025.02 | 0.367 | 0.377 | |
| Time-MoEvariant=Ultra2025.02 | 0.371 | 0.399 | |
| TimesFMprotocol=Zero-shot2025.02 | 0.392 | 0.406 | |
| MOMENTProtocol=Zero-shot, Model Category=Time Series Foundation Model2026.07 | 0.394 | 0.428 | |
| Time-MoEvariant=Large2025.02 | 0.405 | 0.415 | |
| Chronosvariant=Base2025.02 | 0.405 | 0.41 | |
| Time-MoElProtocol=Zero-shot, Model Category=Pretrained Forecasting Model2026.07 | 0.405 | 0.415 | |
| GPT4TSProtocol=Supervised, Model Category=Task-Specific Model2026.07 | 0.405 | 0.433 | |
| TimerProtocol=Zero-shot, Model Category=Time Series Foundation Model2026.07 | 0.413 | 0.419 | |
| TimesNetProtocol=Supervised, Model Category=Task-Specific Model2026.07 | 0.422 | 0.425 | |
| UniTSProtocol=Zero-shot, Model Category=Time Series Foundation Model2026.07 | 0.427 | 0.431 | |
| Chronosvariant=Large2025.02 | 0.455 | 0.427 |