Confidence and Dispersity as Signals: Unsupervised Model Evaluation and Ranking

Weijian Deng, Weijie Tu, Ibrahim Radwan +3

Assessing model generalization under distribution shift is essential for real-world deployment, particularly when labeled test data is unavailable. This paper presents a unified an…