Language-assisted Vision Model Debugger: A Sample-Free Approach to Finding and Fixing Bugs

Chaoquan Jiang, Jinqiang Wang, Rui Hu +1

Vision models with high overall accuracy often exhibit systematic errors in specific scenarios, posing potential serious safety concerns. Diagnosing bugs of vision models is gainin…