Different Models, Shared Failures: Auditing Frozen-Encoder Pools for Medical Segmentation.

arXiv:2610.41790v1 Announce Type: cross Abstract: Average segmentation accuracy and model count do not reveal whether models fail on the same cases. We present CoFailMed, an audit of correlated failures in pretrained-encoder pools for medical segmentation. Acr