ResearchBenchmarksSolving Constrained PDEs on Heat EquationFollow0.845MMSEPIDDM-ref0.6941.713252.73253.75175May 28, 2025Evaluation ResultsMethodMethodLinksMMSESMSEPDE ErrorPIDDM-refNFE=0.100NFE=0.1002025.050.8450.792.91PIDDM-1NFE=0.001NFE=0.0012025.050.9010.8163.265D-FlowNFE=5.000NFE=5.0002025.051.4520.8923.698FMNFE=0.100NFE=0.1002025.054.5441.5654.354PIDMNFE=0.100NFE=0.1002025.054.581.5874.15DiffusionPDENFE=0.100NFE=0.1002025.054.61.5984.1ECINFE=0.500NFE=0.5002025.054.621.6124.12