Explainable AI improves task performance in human-AI collaboration.

This makes it difficult for humans to validate a prediction made by artificial intelligence against their own domain knowledge.

For this reason, we hypothesize that augmenting humans with explainable artificial intelligence improves task performance in human-artificial intelligence collaboration.

Visual heatmaps have the advantage that they are easy to understand and help to localize relevant parts of an image.