Long-horizon forecasting on Held-out systems
0.35MAEPanda
Evaluation Results
| Method | Links | |
|---|---|---|
| PandaPrediction length (L_pred)=128, Zero-shot evaluation=true2025.05 | 0.35 | |
| Chronos 20M SFT ProbabilisticPrediction length (L_pred)=128, Zero-shot evaluation=true2025.05 | 0.46 | |
| PandaPrediction length (L_pred)=256, Zero-shot evaluation=true2025.05 | 0.49 | |
| Chronos 200M ProbabilisticPrediction length (L_pred)=128, Zero-shot evaluation=true2025.05 | 0.55 | |
| Chronos 20M SFTPrediction length (L_pred)=128, Zero-shot evaluation=true2025.05 | 0.56 | |
| Chronos 200MPrediction length (L_pred)=128, Zero-shot evaluation=true2025.05 | 0.61 | |
| PandaPrediction length (L_pred)=512, Zero-shot evaluation=true2025.05 | 0.65 | |
| Chronos 20M SFT ProbabilisticPrediction length (L_pred)=256, Zero-shot evaluation=true2025.05 | 0.65 | |
| Chronos 200M ProbabilisticPrediction length (L_pred)=256, Zero-shot evaluation=true2025.05 | 0.71 | |
| DynaMixPrediction length (L_pred)=128, Zero-shot evaluation=true2025.05 | 0.79 | |
| Chronos 200M ProbabilisticPrediction length (L_pred)=512, Zero-shot evaluation=true2025.05 | 0.84 | |
| Chronos 20M SFTPrediction length (L_pred)=256, Zero-shot evaluation=true2025.05 | 0.85 | |
| Chronos 20M SFT ProbabilisticPrediction length (L_pred)=512, Zero-shot evaluation=true2025.05 | 0.85 | |
| Chronos 200MPrediction length (L_pred)=256, Zero-shot evaluation=true2025.05 | 0.86 | |
| DynaMixPrediction length (L_pred)=256, Zero-shot evaluation=true2025.05 | 0.94 | |
| DynaMixPrediction length (L_pred)=512, Zero-shot evaluation=true2025.05 | 1.02 | |
| Chronos 200MPrediction length (L_pred)=512, Zero-shot evaluation=true2025.05 | 1.07 | |
| Chronos 20M SFTPrediction length (L_pred)=512, Zero-shot evaluation=true2025.05 | 1.25 |