ResearchBenchmarksSolving parameterized PDEs on CDR 1D (test)Solving parameterized PDEs on CDR 1D (test)Follow1.89In-time L2 Relative ErrorDLDMF1.1126.363511.61516.8665Mar 13, 2026Evaluation resultsMethodMethodLinksIn-time L2 Relative ErrorOut-of-time L2 Relative ErrorDLDMF2026.031.894.21DINOsub-sampling ratio=100%sub-sampling ratio=100%2026.034.896.52DINOsub-sampling ratio=50%sub-sampling ratio=50%2026.035.258.76PIDO2026.035.678.94DINOsub-sampling ratio=25%sub-sampling ratio=25%2026.037.3713.58DINOsub-sampling ratio=12.5%sub-sampling ratio=12.5%2026.0315.1231.74P²INN2026.0321.3432.87