ResearchBenchmarksNon-stationary PDE rollout prediction on E4 2D Burgers (test)Non-stationary PDE rollout prediction on E4 2D Burgers (test)Follow0.0002MSETF-SNO-0.0118250.0690050.1498350.230665Jun 19, 2026Evaluation resultsMethodMethodLinksMSEL2 ErrorH1 ErrorTF-SNO2026.060.00020.01620.0285U-NO2026.060.00080.03530.0622FNO2026.060.0010.0410.0708PINO2026.060.00150.04750.0803FINO2026.060.00180.05570.0843DeepONet2026.060.01850.16030.2898WNO2026.060.29950.57241.2148