PoseFix: Model-agnostic General Human Pose Refinement Network

CVPR 2019 Gyeongsik MoonJu Yong ChangKyoung Mu Lee

Multi-person pose estimation from a 2D image is an essential technique for human behavior understanding. In this paper, we propose a human pose refinement network that estimates a refined pose from a tuple of an input image and input pose... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Keypoint Detection COCO PoseFix Validation AP 77.3 # 1
Test AP 76.7 # 1
Multi-Person Pose Estimation COCO PoseFix Validation AP 77.3 # 1
Test AP 76.7 # 1
Pose Estimation COCO test-dev PoseFix AP 74.7 # 4
AP50 91.2 # 6
AP75 81.9 # 4
APL 81.2 # 4
APM 71.1 # 4
AR 79.9 # 4