10-shot image generation on COCO-Stuff-81

Metric: mIoU (higher is better)

LeaderboardDataset

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	CAUSE-TR (ViT-S/8)	21.2	No	Causal Unsupervised Semantic Segmentation	2023-10-11	Code
2	CAUSE-MLP (ViT-S/8)	19.1	No	Causal Unsupervised Semantic Segmentation	2023-10-11	Code
3	TransFGU (ViT-S/8)	12.7	No	TransFGU: A Top-down Approach to Fine-Grained Un...	2021-12-02	Code
4	MaskContrast (ResNet-50)	3.7	No	Unsupervised Semantic Segmentation by Contrastin...	2021-02-11	Code

#1CAUSE-TR (ViT-S/8)SOTA
21.2
mIoU· 2023-10-11
Causal Unsupervised Semantic Segmentation Code
#2CAUSE-MLP (ViT-S/8)
19.1
mIoU· 2023-10-11
Causal Unsupervised Semantic Segmentation Code
#3TransFGU (ViT-S/8)SOTA
12.7
mIoU· 2021-12-02
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation Code
#4MaskContrast (ResNet-50)SOTA
3.7
mIoU· 2021-02-11
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Code