we propose position sensitive attention layer that makes better use of positional information without adding much computational cost we show that axial attention works well not only as a standalone model on image classification but also as a backbone on pan-optic segmentation instant segmentation and semantic segmentation maybe what i did before described before was instance or semantic segmentation and not panoptix segmentation excuse me if that's the case as you can see it can be used for various various image tasks