Graph R-CNN for Scene Graph Generation

ECCV 2018 Jianwei YangJiasen LuStefan LeeDhruv BatraDevi Parikh

We propose a novel scene graph generation model called Graph R-CNN, that is both effective and efficient at detecting objects and their relations in images. Our model contains a Relation Proposal Network (RePN) that efficiently deals with the quadratic number of potential relations between objects in an image... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Scene Graph Generation Visual Genome Graph-RCNN [email protected] 11.4 # 1