SOGNet: Scene Overlap Graph Network for Panoptic Segmentation

18 Nov 2019Yibo YangHongyang LiXia LiQijie ZhaoJianlong WuZhouchen Lin

The panoptic segmentation task requires a unified result from semantic and instance segmentation outputs that may contain overlaps. However, current studies widely ignore modeling overlaps... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Panoptic Segmentation Cityscapes test SOGNet (ResNet-50) PQ 60 # 4
Panoptic Segmentation COCO test-dev SOGNet (ResNet-101-FPN) PQ 47.8 # 2

Methods used in the Paper