Inpainting the Gaps: A Novel Framework for Evaluating Explanation Methods in Vision Transformers

Lokesh Badisa, Sumohana S. Channappayya

The perturbation test remains the go-to evaluation approach for explanation methods in computer vision. This evaluation method has a major drawback of test-time distribution shift…