ResearchBenchmarksGenerative Modeling on BurgersFollow0.012MMSEPIDDM-ref-0.025440.227280.480.73272May 28, 2025Evaluation ResultsMethodMethodLinksMMSESMSEPDE ErrorFPDNFEPIDDM-refmode=refinedmode=refined2025.050.0120.1010.1740.0540.08DiffusionPDE2025.050.0640.1031.0321.1330.1PIDDM-1mode=one-stepmode=one-step2025.050.1520.1330.4660.1290.001Teacher2025.050.2640.1141.3340.1180.1ECI2025.050.2940.1051.5720.3870.5D-Flow2025.050.3050.2070.730.6955PIDM2025.050.9480.7011.5931.4370.1