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ResearchFormerly WizWand

Long-term Forecasting on Systems long-term trajectories of length 4096 (test)

0.25Avg Spectral Hellinger Distance (H^2)Panda
0.24480.27990.3150.3501May 19, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PandaPrediction horizon (L_pred)=5122025.050.25
PandaPrediction horizon (L_pred)=10242025.050.25
PandaPrediction horizon (L_pred)=20482025.050.25
PandaPrediction horizon (L_pred)=30722025.050.25
PandaPrediction horizon (L_pred)=35842025.050.26
Chronos 200MPrediction horizon (L_pred)=5122025.050.28
Chronos 200MPrediction horizon (L_pred)=10242025.050.28
Chronos 20M SFTPrediction horizon (L_pred)=5122025.050.29
Chronos 20M SFTPrediction horizon (L_pred)=10242025.050.29
Chronos 20M SFTPrediction horizon (L_pred)=20482025.050.29
Chronos 200MPrediction horizon (L_pred)=20482025.050.29
Chronos 20M SFTPrediction horizon (L_pred)=30722025.050.3
Chronos 20M SFTPrediction horizon (L_pred)=35842025.050.3
Chronos 200MPrediction horizon (L_pred)=30722025.050.3
Chronos 200MPrediction horizon (L_pred)=35842025.050.3
DynaMixPrediction horizon (L_pred)=35842025.050.32
DynaMixPrediction horizon (L_pred)=20482025.050.33
DynaMixPrediction horizon (L_pred)=30722025.050.33
DynaMixPrediction horizon (L_pred)=10242025.050.34
Chronos 20MPrediction horizon (L_pred)=10242025.050.36
DynaMixPrediction horizon (L_pred)=5122025.050.36
Chronos 20MPrediction horizon (L_pred)=5122025.050.37
Chronos 20MPrediction horizon (L_pred)=20482025.050.37
Chronos 20MPrediction horizon (L_pred)=30722025.050.38
Chronos 20MPrediction horizon (L_pred)=35842025.050.38