Object-Centric Stylized COCO

An object-centric version of Stylized COCO to benchmark texture bias and out-of-distribution robustness of vision models.

See the ECCV 22 paper and supplementary material for details.

The dataset as used in the paper can be downloaded from here (~15GB):

https://github.com/JohannesTheo/trapped-in-texture-bias