Ground-Truth Faithfulness—Rank Correlation

Explore the concept of rank correlation as a key metric for ground-truth faithfulness in interpretability. Learn how to compare feature importance rankings between post-hoc explanations and ground-truth explanations using Spearman's rank correlation coefficient. Understand its practical application through code implementation involving vanilla, smooth, and integrated gradients on image classification models.