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  ## Dataset Description
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- OpenImage-O is an OOD benchmark subset derived from Open Images dataset. This split is derived from the **OpenOOD benchmark** OOD evaluation splits.
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  - **Homepage:** https://storage.googleapis.com/openimages/web/index.html
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  - **OpenOOD Benchmark:** https://github.com/Jingkang50/OpenOOD/
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  ## Citation
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  ```bibtex
 
 
 
 
 
 
 
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  @article{kuznetsova2020open,
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  title={The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale},
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  author={Kuznetsova, Alina and Rom, Hassan and Alldrin, Neil and Uijlings, Jasper and Krasin, Ivan and Pont-Tuset, Jordi and Kamali, Shahab and Popov, Stefan and Malloci, Matteo and Kolesnikov, Alexander and others},
 
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  ## Dataset Description
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+ OpenImage-O is an OOD benchmark subset built in **ViM**, derived from Open Images dataset. This split is derived from the **OpenOOD benchmark** OOD evaluation splits.
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  - **Homepage:** https://storage.googleapis.com/openimages/web/index.html
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  - **OpenOOD Benchmark:** https://github.com/Jingkang50/OpenOOD/
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  ## Citation
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  ```bibtex
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+ @inproceedings{wang2022vim,
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+ title={Vim: Out-of-distribution with virtual-logit matching},
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+ author={Wang, Haoqi and Li, Zhizhong and Feng, Litong and Zhang, Wayne},
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+ booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
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+ pages={4921--4930},
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+ year={2022}
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+ }
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  @article{kuznetsova2020open,
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  title={The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale},
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  author={Kuznetsova, Alina and Rom, Hassan and Alldrin, Neil and Uijlings, Jasper and Krasin, Ivan and Pont-Tuset, Jordi and Kamali, Shahab and Popov, Stefan and Malloci, Matteo and Kolesnikov, Alexander and others},