ResearchBenchmarksModel Size (Parameter Count) on Allen-Cahn (Solving PDEs)Model Size (Parameter Count) on Allen-Cahn (Solving PDEs)Follow27,937Total ParametersLNO-1,285,756.447,581,674.2816,449,10525,316,535.72Jul 2, 2026Evaluation resultsMethodMethodLinksTotal ParametersLNO2026.0727,937LiNO2026.071,200,961FNO2026.078,409,729CNO2026.0710,555,073WNO2026.0731,740,545UNO2026.0732,870,273