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SotA/Computer Vision/Out-of-Distribution Detection/MS-1M vs. IJB-C

Out-of-Distribution Detection on MS-1M vs. IJB-C

Metric: AUROC (higher is better)

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#Model↕AUROC▼Extra DataPaperDate↕Code
1ResNeXt50 + FSSD86.7NoFeature Space Singularity for Out-of-Distributio...2020-11-30Code
2ResNeXt 50 + Maha distance82.5NoA Simple Unified Framework for Detecting Out-of-...2018-07-10Code
3ResNeXt 50 + ODIN61.3NoEnhancing The Reliability of Out-of-distribution...2017-06-08Code
4ResNeXt 50 + OE52.6YesOutlier Exposure with Confidence Control for Out...2019-06-08Code