Out Of Distribution Detection On Imagenet
评估指标
AUROC
评测结果
各个模型在此基准测试上的表现结果
模型名称 | AUROC | Paper Title | Repository |
|---|---|---|---|
| ResNet34 + FSSD | 93.1 | Feature Space Singularity for Out-of-Distribution Detection | |
| ResNet 34 + OE | 92.5 | Outlier Exposure with Confidence Control for Out-of-Distribution Detection | |
| ResNet 34 + ODIN | 90.8 | Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks |
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