• Blue bounding boxes: Newly collected free-form object descriptions

• Grey bounding boxes: Standard object categories from underlying dataset

All images in the OmniLabel benchmark are from COCO, Objects365, and OpenImages v5. Please see their terms of use: COCO, Objects365, OpenImages v5. The visualizations above show modified versions of the original images.