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Add VerdictAD - #399

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sgstq0811:add-verdictad
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sgstq0811:add-verdictad

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@sgstq0811 sgstq0811 commented Nov 4, 2026 •

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Adds VerdictAD (paper: https://arxiv.org/abs/2611.02654), a training-free few-shot industrial anomaly detection framework that uses the open Jev-style model Clef-Flash 9B (Noul questions) to refine existing detectors' image scores and anomaly maps on MVTec AD, VisA and MVTec LOCO AD. Numbers in the entry are from the repository README; per-class logs and the decision cache are public.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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