Real Time Semantic Segmentation On Camvid

Metriken

mIoU

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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