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)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Pose Estimation COCO ResNet152 Mean mAP 73.7 # 2
Keypoint Detection COCO ResNet-50 Validation AP 72.2 # 4