Thanks for your research. I just have one question. While implementing the Mahalanobis score using code, when I run the code using ImageNet-1K as the ID dataset, it seems that the correct results are not implemented. However, if I set another dataset as the ID (ImageNet-10, ImageNet-20), the correct result is implemented. May I know what the problem is? Thank you.
The table below shows the results when imagenet1k is set to id set
FPR95,AUROC,AUPR
iNaturalist,99.36,55.58,89.39
SUN,99.41,59.77,90.86
places365,98.55,65.76,92.25
dtd,98.44,64.19,94.91
AVG,98.94,61.33,91.85
Thanks for your research. I just have one question. While implementing the Mahalanobis score using code, when I run the code using ImageNet-1K as the ID dataset, it seems that the correct results are not implemented. However, if I set another dataset as the ID (ImageNet-10, ImageNet-20), the correct result is implemented. May I know what the problem is? Thank you.
The table below shows the results when imagenet1k is set to id set
FPR95,AUROC,AUPR
iNaturalist,99.36,55.58,89.39
SUN,99.41,59.77,90.86
places365,98.55,65.76,92.25
dtd,98.44,64.19,94.91
AVG,98.94,61.33,91.85