Segment Anything with Robust Uncertainty-Accuracy Correlation
arXiv:2605.10603v1 Announce Type: new
Abstract: Despite strong zero-shot performance, SAM is unreliable under domain shift due to Mask-level Confidence Confusion (MCC), where a single IoU-based mask score fails to reflect pixel-wise reliability near b…