ResearchBenchmarksSolving Constrained PDEs on HelmholtzFollow0.14MMSED-Flow0.131520.188760.2460.30324May 28, 2025Evaluation ResultsMethodMethodLinksMMSESMSEPDE ErrorD-FlowNFE=5.000NFE=5.0002025.050.140.1060.68PIDDM-refNFE=0.100NFE=0.1002025.050.1850.1690.034PIDDM-1NFE=0.001NFE=0.0012025.050.2650.1950.054FMNFE=0.100NFE=0.1002025.050.2960.212.104ECINFE=0.500NFE=0.5002025.050.3180.2892.135DiffusionPDENFE=0.100NFE=0.1002025.050.3350.3011.812PIDMNFE=0.100NFE=0.1002025.050.3520.3251.142