Averaging IoU across many thresholds ranks XRAI above LIME and Integrated Gradients variants on HAM10000, and shows single-threshold attribution rankings are unstable.
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Systematic Evaluation of Attribution Methods: Eliminating Threshold Bias and Revealing Method-Dependent Performance Patterns
Averaging IoU across many thresholds ranks XRAI above LIME and Integrated Gradients variants on HAM10000, and shows single-threshold attribution rankings are unstable.