ResearchBenchmarksSteady Diffusion PDE Solving on Steady Diffusion ProblemsSteady Diffusion PDE Solving on Steady Diffusion ProblemsFollow1.1Time per Batch (ms)DeepONet-3.12425.38853.982.412Jun 4, 2024Evaluation resultsMethodMethodLinksTime per Batch (ms)Peak Memory Usage (MB)DeepONet2024.061.132VarMiON2024.063.781U-Net2024.065.2201Data NGOpre-assembled system n...pre-assembled system network inputs=true2024.065.5345Model NGOpre-assembled system n...pre-assembled system network inputs=true2024.069.2498Data free NGOpre-assembled system n...pre-assembled system network inputs=true2024.0610.7565CNO2024.0640.6491FNO2024.06106.74,140