ResearchBenchmarksSolving Diffusion-reaction equations on Diffusion-reaction equations out-of-distribution (test)Solving Diffusion-reaction equations on Diffusion-reaction equations out-of-distribution (test)Follow0.0046RMSENOVA-0.0268160.1852420.39730.609358Jan 27, 2026Evaluation resultsMethodMethodLinksRMSENOVA Performance Gain (x)NOVACompared against=FNOCompared against=FNO2026.010.0046172NOVACompared against=U-NetCompared against=U-Net2026.010.004676U-Net2026.010.35—FNO2026.010.79—