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Real Time Semantic Segmentation On Camvid

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mIoU

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이 벤치마크에서 각 모델의 성능 결과

Paper Title
PIDNet-M (Cityscapes-Pretrained)82.0PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
RTFormer-Slim81.4RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
RegSeg(Cityscapes-Pretrained)80.9Rethinking Dilated Convolution for Real-time Semantic Segmentation
DDRNet-23(Cityscapes-Pretrained)80.6Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
PIDNet-S (Cityscapes-Pretrained)80.1PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
HyperSeg-L79.1HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
BiSeNet V2-Large(Cityscapes-Pretrained)78.5BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
HyperSeg-S78.4HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
BiSeNet V2(Cityscapes-Pretrained)76.7BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
TD2-PSP5076.0Temporally Distributed Networks for Fast Video Semantic Segmentation
PP-LiteSeg-B75PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
DDRNet-23-slim74.7Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
S^2-FPN34M74.2S$^2$-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
Mobile-Seed73.6%Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots
PP-LiteSeg-T73.3PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
BiSeNet V2-Large73.2BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
TD4-PSP1872.6Temporally Distributed Networks for Fast Video Semantic Segmentation
BiSeNet V272.4BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
S^2-FPN3471.0S$^2$-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
S^2-FPN1869.5S$^2$-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
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