Semantic Segmentation on ImageNet-S-50

Metric: mIoU (test) (higher is better)

LeaderboardDataset

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#	Model↕	mIoU (test)▼	Extra Data	Paper	Date↕	Code
1	PASS (+Saliency map)	42.3	No	Large-scale Unsupervised Semantic Segmentation	2021-06-06	Code
2	PASS	32	No	Large-scale Unsupervised Semantic Segmentation	2021-06-06	Code
3	MaskContrast (+Saliency map)	24.2	No	Unsupervised Semantic Segmentation by Contrastin...	2021-02-11	Code
4	PiCIE (Supervised pretrain)	17.6	No	PiCIE: Unsupervised Semantic Segmentation using ...	2021-03-30	Code
5	MDC (Supervised pretrain)	14.3	No	Deep Clustering for Unsupervised Learning of Vis...	2018-07-15	Code

#1PASS (+Saliency map)SOTA
42.3
mIoU (test)· 2021-06-06
Large-scale Unsupervised Semantic Segmentation Code
#2PASS
32
mIoU (test)· 2021-06-06
Large-scale Unsupervised Semantic Segmentation Code
#3MaskContrast (+Saliency map)SOTA
24.2
mIoU (test)· 2021-02-11
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Code
#4PiCIE (Supervised pretrain)
17.6
mIoU (test)· 2021-03-30
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering Code
#5MDC (Supervised pretrain)SOTA
14.3
mIoU (test)· 2018-07-15
Deep Clustering for Unsupervised Learning of Visual Features Code