Finally, we utilize entropy as a measure for information to examine if the in-between sample analysis was due to overall small differences between values (Figure ). Entropy scores of IG, SHAP, Attention Maps, Rollout attention, AttGrad and CAT were similarly high throughout all models, but the values for Grads and AttCAT were significantly lower, indicating that the test-time augmentation robustness is partially dependent on the entropy the method itself.