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Spatiotemporal rollout prediction on (2+1)-D Spatiotemporal Navier-Stokes ID

1.29Relative ErrorPACE-FNO
1.1582.0492.943.831May 18, 2026

Evaluation results

MethodLinks
PACE-FNOInference Protocol=one-shot, Train (s/ep.)=16.5571 ± 0.36312026.051.29
PACE-FNOInference Protocol=TTA, Train (s/ep.)=16.5571 ± 0.36312026.051.29
FNOAugmentation=Included, Train (s/ep.)=10.7371 ± 0.02812026.052.66
FNOAugmentation=None, Train (s/ep.)=10.6448 ± 0.03922026.053.77
GFNOTrain (s/ep.)=55.9359 ± 0.04962026.054.59