Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation

CVPR 2019 Yunhang Shen Rongrong Ji Yan Wang Yongjian Wu Liujuan Cao

Weakly supervised learning has attracted growing research attention due to the significant saving in annotation cost for tasks that require intra-image annotations, such as object detection and semantic segmentation. To this end, existing weakly supervised object detection and semantic segmentation approaches follow an iterative label mining and model training pipeline... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK LEADERBOARD
Weakly Supervised Object Detection PASCAL VOC 2007 WS-JDS FRCNN MAP 52.5 # 7
Weakly Supervised Object Detection PASCAL VOC 2012 test WS-JDS FRCNN MAP 46.1 # 10