ResearchBenchmarksInverse Problem on 1D Darcy Flow d=32Follow22.92Relative Inversion Error (1% Noise)VF22.514425.252227.9930.7278May 28, 2026Evaluation ResultsMethodMethodLinksRelative Inversion Error (1% Noise)Relative Inversion Error (5% Noise)Relative Inversion Error (10% Noise)VFTruncation dimension (...Truncation dimension (d)=322026.0522.9235.6940.76UKI-FNOTruncation dimension (...Truncation dimension (d)=322026.0525.2544.4444.41SVGD-FNOTruncation dimension (...Truncation dimension (d)=322026.0530.9251.8852.75pCNTruncation dimension (...Truncation dimension (d)=322026.0531.6450.3653.01UKI-FDMTruncation dimension (...Truncation dimension (d)=322026.0533.0649.2445.14