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arxiv_cs_lg · Sep 9, 2026 · paper
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Cross-Model Agreement as a Deployment-Time Reliability Signal for Automatic Polyp Segmentation
arxiv.orgSep 9, 2026
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In brief
In real-time colonoscopy, ground-truth annotations are unavailable at inference, so polyp segmentation models can fail silently. We propose Referee-Based Quality Estimation (RBQE), a reference-free framework measuring...
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