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ResearchFormerly WizWand

Long-horizon forecasting on Held-out systems

0.35MAEPanda
0.3140.5570.81.043May 19, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PandaPrediction length (L_pred)=128, Zero-shot evaluation=true2025.050.35
Chronos 20M SFT ProbabilisticPrediction length (L_pred)=128, Zero-shot evaluation=true2025.050.46
PandaPrediction length (L_pred)=256, Zero-shot evaluation=true2025.050.49
Chronos 200M ProbabilisticPrediction length (L_pred)=128, Zero-shot evaluation=true2025.050.55
Chronos 20M SFTPrediction length (L_pred)=128, Zero-shot evaluation=true2025.050.56
Chronos 200MPrediction length (L_pred)=128, Zero-shot evaluation=true2025.050.61
PandaPrediction length (L_pred)=512, Zero-shot evaluation=true2025.050.65
Chronos 20M SFT ProbabilisticPrediction length (L_pred)=256, Zero-shot evaluation=true2025.050.65
Chronos 200M ProbabilisticPrediction length (L_pred)=256, Zero-shot evaluation=true2025.050.71
DynaMixPrediction length (L_pred)=128, Zero-shot evaluation=true2025.050.79
Chronos 200M ProbabilisticPrediction length (L_pred)=512, Zero-shot evaluation=true2025.050.84
Chronos 20M SFTPrediction length (L_pred)=256, Zero-shot evaluation=true2025.050.85
Chronos 20M SFT ProbabilisticPrediction length (L_pred)=512, Zero-shot evaluation=true2025.050.85
Chronos 200MPrediction length (L_pred)=256, Zero-shot evaluation=true2025.050.86
DynaMixPrediction length (L_pred)=256, Zero-shot evaluation=true2025.050.94
DynaMixPrediction length (L_pred)=512, Zero-shot evaluation=true2025.051.02
Chronos 200MPrediction length (L_pred)=512, Zero-shot evaluation=true2025.051.07
Chronos 20M SFTPrediction length (L_pred)=512, Zero-shot evaluation=true2025.051.25