ResearchBenchmarksLong-horizon PDE rollout on APEBench KS-1D (test)Long-horizon PDE rollout on APEBench KS-1D (test)Follow53.8GMean100FNO10.95222.07633.244.324Feb 21, 2026Evaluation resultsMethodMethodLinksGMean100FNO2026.0253.8Conv2026.0227Res2026.0226.1UNet2026.0219.4Dil2026.0215.7SGNO2026.0212.6