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Real Time Semantic Segmentation On Cityscapes 1

Metrics

mIoU

Results

Performance results of various models on this benchmark

Paper TitleRepository
PIDNet-L80.9%PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
DSNet80.4%DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation
PIDNet-M79.9%PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
SegNext-T-Seg10079.8%SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
DDRNet2379.4Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
RTFormer-B79.3%RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
PIDNet-S78.8%PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Mobile-Seed78.4%Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots
PP-LiteSeg-B278.2PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
DDRNet23-slim77.4Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
STDC2-Seg7577%Rethinking BiSeNet For Real-time Semantic Segmentation
CSFNet-276.36CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
RTFormer-S76.3%RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
PP-LiteSeg-T276PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
BiseNetV2-L75.8%BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
SwiftNetRN-1875.5%In defence of metric learning for speaker recognition
PP-LiteSeg-B175.3PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
CSFNet-174.73CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
STDC1-Seg7574.5%Rethinking BiSeNet For Real-time Semantic Segmentation
BiseNetV273.5%BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
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