10-shot image generation on CrackVision12K

Metric: mIoU (higher is better)

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	Hybrid-Segmentor	0.62982	No	Hybrid-Segmentor: A Hybrid Approach to Automated...	2024-09-04	Code
2	UNet	0.60333	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
3	FCN	0.59842	No	Fully Convolutional Networks for Semantic Segmen...	2014-11-14	Code
4	SegFormer	0.57969	No	SegFormer: Simple and Efficient Design for Seman...	2021-05-31	Code

#1Hybrid-SegmentorSOTA
0.62982
mIoU· 2024-09-04
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure Code
#2UNetSOTA
0.60333
mIoU· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code
#3FCNSOTA
0.59842
mIoU· 2014-11-14
Fully Convolutional Networks for Semantic Segmentation Code
#4SegFormer
0.57969
mIoU· 2021-05-31
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Code