ResearchBenchmarksExplainable AI Evaluation on Gaussian Linear (test)Explainable AI Evaluation on Gaussian Linear (test)Follow0Scaled InfidelityLIME-0.23921.37542.994.6046Jun 29, 2026Evaluation resultsMethodMethodLinksScaled InfidelityFaithfulnessFaithfulness (ROAR)Monotonicity (ROAR)Shapley CorrelationLIMEBackbone=TabResNetBackbone=TabResNet2026.06079100889LFR-IMNBackbone=TabResNetBackbone=TabResNet2026.060801001089IMNBackbone=TabResNetBackbone=TabResNet2026.060.0278100888SHAPBackbone=TabResNetBackbone=TabResNet2026.060.0979100988RandomBackbone=TabResNetBackbone=TabResNet2026.065.985867127