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SotA/Computer Vision/Out-of-Distribution Detection/ImageNet-1k vs OpenImage-O

Out-of-Distribution Detection on ImageNet-1k vs OpenImage-O

Metric: FPR95 (higher is better)

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#Model↕FPR95▼Extra DataPaperDate↕Code
1NNGuide (ResNet50 w/ ReAct)35.1NoNearest Neighbor Guidance for Out-of-Distributio...2023-09-26Code
2DisCoPatch29.7NoDisCoPatch: Taming Adversarially-driven Batch St...2025-01-14-
3ViM (ViT-B/16)12.61NoViM: Out-Of-Distribution with Virtual-logit Matc...2022-03-21Code
4NNGuide (RegNet)10.79NoNearest Neighbor Guidance for Out-of-Distributio...2023-09-26Code