Simple Baselines for Human Pose Estimation and Tracking

ECCV 2018 Bin XiaoHaiping WuYichen Wei

There has been significant progress on pose estimation and increasing interests on pose tracking in recent years. At the same time, the overall algorithm and system complexity increases as well, making the algorithm analysis and comparison more difficult... (read more)

PDF Abstract

Evaluation Results from the Paper


 SOTA for Pose Tracking on PoseTrack2018 (using extra training data)

     Get a GitHub badge
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
COMPARE
Pose Estimation COCO ResNet152(no extra data) Mean mAP 73.7 # 4
Keypoint Detection COCO ResNet-50 Validation AP 72.2 # 4
Pose Tracking PoseTrack2017 MSRA MOTA 57.8 # 4
Pose Tracking PoseTrack2018 MSRA MOTA 61.37 # 1