CIGPose: Causal Intervention Graph Neural Network for Whole-Body Pose Estimation

Benchmark Model Rank Results
2d-human-pose-estimation-on-coco-wholebody-1CIGPose-x + UBody#6WB: 67.5body: 73.5foot: 70.3face: 88.4hand: 62.6
2d-human-pose-estimation-on-coco-wholebody-1CIGPose-x#7WB: 67.0body: 73.5foot: 72.3face: 88.1hand: 60.2
2d-human-pose-estimation-on-coco-wholebody-1CIGPose-l + UBody#8WB: 66.9body: 73.1foot: 72.3face: 88.0hand: 61.2
2d-human-pose-estimation-on-coco-wholebody-1CIGPose-l#11WB: 66.3body: 73.0foot: 72.0face: 88.3hand: 59.8
2d-human-pose-estimation-on-coco-wholebody-1CIGPose-l (256x192)#20WB: 62.6body: 71.2foot: 69.0face: 83.3hand: 54.0
2d-human-pose-estimation-on-coco-wholebody-1CIGPose-m#29WB: 59.9body: 69.0foot: 64.3face: 82.1hand: 49.7
human-pose-keypoint-estimation-on-coco-val2017CIGPose-l (384x288)#18AP: 78.5AR: 81.1
human-pose-keypoint-estimation-on-coco-val2017CIGPose-l (256x192)#24AP: 77.6AR: 80.3
human-pose-keypoint-estimation-on-coco-val2017CIGPose-m#37AP: 76.6AR: 79.3