ResearchBenchmarks2D Field Prediction on Gray-Scott 2D (test)Follow0.0054Mean RMSEFNO0.0042360.0120930.019950.027807May 15, 2026Evaluation ResultsMethodMethodLinksMean RMSEVariance RMSEFNO2026.050.0054—ResNet2026.050.0198—U-Net2026.050.0236—MNO2026.050.03450.0014