Semantic Segmentation on ADE20K 1/16 labeled

Metric: Validation mIoU (higher is better)

LeaderboardDataset

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#	Model↕	Validation mIoU▼	Extra Data	Paper	Date↕	Code
1	UniMatch V2	46.7	No	UniMatch V2: Pushing the Limit of Semi-Supervise...	2024-10-14	Code
2	SemiVL	37.2	No	SemiVL: Semi-Supervised Semantic Segmentation wi...	2023-11-27	Code
3	AEL	33.2	No	Semi-Supervised Semantic Segmentation via Adapti...	2021-10-11	Code
4	UniMatch	31.5	No	Revisiting Weak-to-Strong Consistency in Semi-Su...	2022-08-21	Code
5	CutMix	29.8	No	Semi-supervised semantic segmentation needs stro...	2019-06-05	Code

#1UniMatch V2SOTA
46.7
Validation mIoU· 2024-10-14
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation Code
#2SemiVLSOTA
37.2
Validation mIoU· 2023-11-27
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance Code
#3AELSOTA
33.2
Validation mIoU· 2021-10-11
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning Code
#4UniMatch
31.5
Validation mIoU· 2022-08-21
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation Code
#5CutMixSOTA
29.8
Validation mIoU· 2019-06-05
Semi-supervised semantic segmentation needs strong, varied perturbations Code