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

7 May 2019Yu WangQuan ZhouJia LiuJian XiongGuangwei GaoXiaofu WuLongin Jan Latecki

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

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Semantic Segmentation Cityscapes test LEDNet Mean IoU (class) 70.6% # 34
Real-Time Semantic Segmentation Cityscapes test LEDNet mIoU 70.6% # 7
Real-Time Semantic Segmentation Cityscapes test LEDNet Time (ms) 14 # 2
Real-Time Semantic Segmentation Cityscapes test LEDNet Frame (fps) 71 # 2