Semantic Class Segmentation (Image)

Assign a semantic class to each pixel in an image.

#	Method	Mean IOU over condtions	Mean IOU day	Mean IOU sunset	Mean IOU rain	Mean IOU snow	Mean IOU night	Runtime
1	FAN_NV_RVC fan fan details	69.8	72.6	67.3	70.8	67.9	70.6	100 ms
2	Pyramid Scene Parsing Network Baseline (Single Scale) Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia CVPR 2017 details paper code website	68.9	72.6	69.3	64.9	66.7	70.7	10.00 s
3	MIX6D_RVC gp&lyj d details	66.5	68.9	64.7	65.6	64.5	68.9	10 ms
4	UDSSEG_RVC pawnesh gautam TU Kaiserslautern details	65.2	68.2	63.6	64.3	62.7	67.1	150 ms
5	UNIV_CNP_RVC Petra Bevandić UniZG-FER details	63.1	67.1	59.4	61.1	62.5	65.7	0 ms
6	FCN-ResNet Baseline - CVPR 2015 & CVPR 2016 details	54.2	56.6	52.2	51.8	53.8	56.7	10.00 s
7	EffPS_b1bs4_RVC Rohit Mohan, Abhinav Valada arxiv details paper website	52.0	52.9	50.7	51.6	52.4	52.4	0 ms
8	MSeg1080_RVC John Lambert, Zhuang Liu, Ozan Sener, James Hays, Vladlen Koltun CVPR 2020 details paper code website	40.7	41.6	38.3	42.5	39.8	41.5	490 ms
9	seamseg_rvcsubset Porzi, Lorenzo and Rota Bulò, Samuel and Colovic, Aleksander and Kontschieder, Peter The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 details paper code website	36.1	39.2	35.9	37.0	36.9	31.5	500 ms