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Verdict Instability of OOD Scores under Reference Resampling

This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.00691v1 Announce Type: cross Abstract: Post-hoc out-of-distribution detectors are fitted on a finite reference set, so every score they produce is an estimate. If we had chosen a different set, some verdicts would have moved. We measure that movement by resampling the reference set and r…

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  1. 2026-09-02 04:00 · arXiv stat.ML
    Verdict Instability of OOD Scores under Reference Resampling

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