Real Time Semantic Segmentation On Camvid

Metrics

mIoU

Results

Performance results of various models on this benchmark

Model Name	mIoU	Paper Title
EDANet	66.4	Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation
PP-LiteSeg-B	75	PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
BiSeNet V2	72.4	BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
BiSeNet V2-Large(Cityscapes-Pretrained)	78.5	BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
BiSeNet V2-Large	73.2	BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
TD4-PSP18	72.6	Temporally Distributed Networks for Fast Video Semantic Segmentation
BiSeNet V2(Cityscapes-Pretrained)	76.7	BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
HyperSeg-S	78.4	HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
PSPNet	-	Pyramid Scene Parsing Network
S^2-FPN34	71.0	S$^2$-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
PIDNet-S (Cityscapes-Pretrained)	80.1	PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Dilation10	65.3%	Multi-Scale Context Aggregation by Dilated Convolutions
S^2-FPN34M	74.2	S$^2$-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
RTFormer-Slim	81.4	RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
DeepLab	61.6%	Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
BiSeNet	68.7%	BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
DDRNet-23-slim	74.7	Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
ICNet	67.1%	ICNet for Real-Time Semantic Segmentation on High-Resolution Images
PP-LiteSeg-T	73.3	PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
SegNet	46.4%	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

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