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Stomach-ache / Long-Tailed-OOD-Detection

We present a new method for long-tailed out-of-distribution detection
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where to get ImageNet-O #2

Open Esther-PAN opened 4 months ago

Esther-PAN commented 4 months ago

Hello, thank you for your work, I have some questions about the dataset used when trying to reproduce the results of ImageNet-1k. I have downloaded ImageNet-1k as instructed, but I'm unsure about the origin of the dataset called ImageNet-O when running select_extra_imagenet_1k.py. I greatly appreciate your prompt response

burgerberlin commented 3 months ago

The term "ImageNet-O" mentioned here does not refer to the well-known "ImageNet-O" dataset but is an abbreviation for "ImageNet-ood". For more details, you can refer to the paper titled "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" and its GitHub repository.