0
$\begingroup$

What datasets there are which contain a (labelled) distribution shift or which distribution-shifted datasets share classes?

Currently I have found some interesting results using CIFAR10 and the ImageNet subset of CINIC10, i.e. ImageNet images that correspond to the CIFAR classes. So I want to see if I can replicate these results on other datasets which have distribution shifts between them.

I know there are various MNIST datasets which have a distribution shift, but I was hoping to go for something a bit more complicated if possible.

Preferably, I would also like to do more than just add augmentations to a subset of an existing dataset to have something that is more similar to a real-world data shift.

Improve this question
$\endgroup$

0

Reset to default

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge that you have read and understand our privacy policy and code of conduct.