Papers › LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation

LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation

7 May 2019arXiv:1905.02423archive 2025-07-28

Yu Wang, Quan Zhou, Jia Liu, Jian Xiong, Guangwei Gao, Xiaofu Wu, Longin Jan Latecki

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

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Code

AceCoooool/LEDNet mentioned on GitHubpytorch report
EEEGUI/LEDNet-pytorch mentioned on GitHubpytorch report
alalagong/LEDNet mentioned on GitHubpytorch report
osmr/imgclsmob mentioned on GitHubmxnetMIT report
xiaoyufenfei/LEDNet mentioned on GitHubpytorchMIT report

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Tasks

DecoderReal-Time Semantic SegmentationSegmentationSemantic Segmentation

Results from the paper archive 2025-07-28

TaskDatasetModelMetricValueRank at snapshotLeaderboardReport
Real-Time Semantic Segmentation Cityscapes test LEDNet Frame (fps) 71 #30 of 39 Archive leaderboard report
Real-Time Semantic Segmentation Cityscapes test LEDNet Time (ms) 14 #30 of 39 Archive leaderboard report
Real-Time Semantic Segmentation Cityscapes test LEDNet mIoU 70.6% #30 of 39 Archive leaderboard report
Semantic Segmentation Cityscapes test LEDNet Mean IoU (class) 70.6% #80 of 105 Archive leaderboard report

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