ResearchBenchmarksGenerative Modeling on DarcyFollow0.037MMSEPIDDM-ref0.017880.146940.2760.40506May 28, 2025Evaluation ResultsMethodMethodLinksMMSESMSEPDE ErrorFPDNFEPIDDM-refmode=refinedmode=refined2025.050.0370.0020.1480.3850.08Teacher2025.050.1080.0691.5850.7820.1PIDDM-1mode=one-stepmode=one-step2025.050.1120.0820.2260.7540.001D-Flow2025.050.1290.0850.5320.9955ECI2025.050.1530.1031.5820.9210.5DiffusionPDE2025.050.4190.1631.0711.4370.1PIDM2025.050.5150.3681.2361.9830.1