glore

Graph-Based Global Reasoning Networks

Reference

Chen, Yunpeng, Marcus Rohrbach, Zhicheng Yan, Yan Shuicheng, Jiashi Feng, and Yannis Kalantidis. "Graph-based global reasoning networks." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 433-442. 2019.

Performance

Cityscapes

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
GloRe	ResNet50_OS8	1024x512	80000	78.26%	78.61%	79.12%	model | log | vdl

Pascal VOC 2012 + Aug

Model	Backbone	Resolution	Training Iters	mIoU	mIoU (flip)	mIoU (ms+flip)	Links
GloRe	ResNet50_OS8	512x512	40000	80.16%	80.35%	80.85%	model | log | vdl