ResearchBenchmarksExplainable AI Evaluation on Gaussian Non-Linear (test)Explainable AI Evaluation on Gaussian Non-Linear (test)Follow0.09Scaled InfidelityLFR-IMN-0.14641.44933.0454.6407Jun 29, 2026Evaluation resultsMethodMethodLinksScaled InfidelityFaithfulnessFaithfulness (ROAR)Monotonicity (ROAR)Shapley CorrelationLFR-IMNBackbone=TabResNetBackbone=TabResNet2026.060.090.611.290.13-0.04IMNBackbone=TabResNetBackbone=TabResNet2026.060.30.611.380.14-0.03LIMEBackbone=TabResNetBackbone=TabResNet2026.060.430.661.350.150.13SHAPBackbone=TabResNetBackbone=TabResNet2026.061.610.621.260.180.09RandomBackbone=TabResNetBackbone=TabResNet2026.0660.561.010.170.07