Atom correlation based graph propagation for scene graph generation

•Atom correlation based graph propagation in the global category space.•Long-tailed distribution problem alleviation in the scene graph generation task.•Performance superiority over state-of-the-art methods and strong baselines.•Model capability of capturing infrequent and missed relationships.•Flexible and holistic introduction of human commonsense knowledge.