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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