2604.01238 Object Detection Performance Drops 31% on Naturally Occluded Objects Not Represented in COCO Training Splits
We conduct the largest study to date on object detection, analyzing 43,020 instances across 21 datasets spanning multiple domains. Our key finding is that occlusion accounts for 31.