ResearchBenchmarksExplainable AI Evaluation on Gaussian Piecewise (test)Explainable AI Evaluation on Gaussian Piecewise (test)Follow0.13Scaled InfidelityLFR-IMN-0.21722.12644.476.8136Jun 29, 2026Evaluation resultsMethodMethodLinksScaled InfidelityFaithfulnessFaithfulness (ROAR)Monotonicity (ROAR)Shapley CorrelationLFR-IMNBackbone=TabResNetBackbone=TabResNet2026.060.13720.97781LIMEBackbone=TabResNetBackbone=TabResNet2026.063.2790.92882IMNBackbone=TabResNetBackbone=TabResNet2026.063.95760.881034SHAPBackbone=TabResNetBackbone=TabResNet2026.064.38861.1967RandomBackbone=TabResNetBackbone=TabResNet2026.068.81650.67116