Real Time Semantic Segmentation On Cityscapes 1

评估指标

mIoU

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
PIDNet-L	80.9%	PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
DSNet	80.4%	DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation
PIDNet-M	79.9%	PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
SegNext-T-Seg100	79.8%	SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation
DDRNet23	79.4	Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
RTFormer-B	79.3%	RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
PIDNet-S	78.8%	PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Mobile-Seed	78.4%	Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots
PP-LiteSeg-B2	78.2	PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
DDRNet23-slim	77.4	Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
STDC2-Seg75	77%	Rethinking BiSeNet For Real-time Semantic Segmentation
CSFNet-2	76.36	CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
RTFormer-S	76.3%	RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
PP-LiteSeg-T2	76	PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
BiseNetV2-L	75.8%	BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
SwiftNetRN-18	75.5%	In defence of metric learning for speaker recognition
PP-LiteSeg-B1	75.3	PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
CSFNet-1	74.73	CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
STDC1-Seg75	74.5%	Rethinking BiSeNet For Real-time Semantic Segmentation
BiseNetV2	73.5%	BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation

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