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Datasets/COCO-O

COCO-O

ImagesIntroduced 2023-07-25

COCO-O(ut-of-distribution) contains 6 domains (sketch, cartoon, painting, weather, handmake, tattoo) of COCO objects which are hard to be detected by most existing detectors. The dataset has a total of 6,782 images and 26,624 labelled bounding boxes.

Benchmarks

16k/Average mAP 16k/Effective Robustness 2D Classification/Average mAP 2D Classification/Effective Robustness 2D Object Detection/Average mAP 2D Object Detection/Effective Robustness 3D/Average mAP 3D/Effective Robustness Object Detection/Average mAP Object Detection/Effective Robustness

Related Benchmarks

COCO-OOC/Anomaly Detection/AUC COCO-OOD/16k/unknown F1 score COCO-OOD/16k/unknown-AP COCO-OOD/2D Classification/unknown F1 score COCO-OOD/2D Classification/unknown-AP COCO-OOD/2D Object Detection/unknown F1 score COCO-OOD/2D Object Detection/unknown-AP COCO-OOD/3D/unknown F1 score COCO-OOD/3D/unknown-AP COCO-OOD/Object Detection/unknown F1 score COCO-OOD/Object Detection/unknown-AP COCO-Object/10-shot image generation/mIoU COCO-Object/Semantic Segmentation/mIoU COCO-Object/Unsupervised Semantic Segmentation/mIoU

Statistics

Papers: 44
Benchmarks: 10

Links

Tasks

16k 2D Classification 2D Object Detection 3D Object Detection