Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection

Yucen Lily Li, Daohan Lu, P. Kirichenko, Shikai Qiu, Tim G. J. Rudner +2 more
2/14/2026

No official code found. Best implementation: facebookresearch/selective-vqa_ood (25 stars, last commit 2023-07-20).

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Code Implementations(1)

facebookresearch/selective-vqa_oodCommunity100%

Implementation for the CVPR 2023 paper "Improving Selective Visual Question Answering by Learning from Your Peers" (https://arxiv.org/abs/2306.08751)

250C++, LuaMar 24, 20233 years agoNOASSERTION

Cite this paper

@article{li2026position,
  title  = {Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection},
  author = {Yucen Lily Li and Daohan Lu and P. Kirichenko and Shikai Qiu and Tim G. J. Rudner and C. B. Bruss and Andrew Gordon Wilson},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:84a230c3b46cc6605d83274ece89aa28a47de2e8},
  journal = {ICML 2025 2025}
}

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