ResearchBenchmarksLong-horizon PDE rollout on APEBench Disp-1D (test)Long-horizon PDE rollout on APEBench Disp-1D (test)Follow8.5GMean100UNet-0.2362.0324.36.568Feb 21, 2026Evaluation resultsMethodMethodLinksGMean100UNet2026.028.5Dil2026.027.1Res2026.024.2FNO2026.023.9Conv2026.023.2SGNO2026.020.1