Assign a semantic class to each pixel in an image.

Leaderboard

# Method Mean IOU over condtions Mean IOU day Mean IOU sunset Mean IOU rain Mean IOU snow Mean IOU night Runtime External data used
1 Pyramid Scene Parsing Network Baseline (Single Scale)

Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia
CVPR 2017

68.9 72.6 69.3 64.9 66.7 70.7 10.00 s
2 FCN-ResNet Baseline

-
CVPR 2015 & CVPR 2016

54.2 56.6 52.2 51.8 53.8 56.7 10.00 s