10-shot image generation on Pascal VOC 2012 12.5% labeled

Metric: Validation mIoU (higher is better)

LeaderboardDataset

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#	Model↕	Validation mIoU▼	Extra Data	Paper	Date↕	Code
1	SemiOVS (w/ UniMatch, ResNet-101)	82.4	Yes	-	-	Code
2	SemiOVS (w/ PrevMatch, ResNet-101)	82.3	Yes	-	-	Code
3	PrevMatch (ResNet-101)	81.9	No	Revisiting and Maximizing Temporal Knowledge in ...	2024-05-31	Code
4	Dual Teacher	81.19	No	-	-	Code
5	FARCLUSS	78.2	No	FARCLUSS: Fuzzy Adaptive Rebalancing and Contras...	2025-06-11	Code

#1SemiOVS (w/ UniMatch, ResNet-101)
82.4
Validation mIoU· Extra Data
No paperCode
#2SemiOVS (w/ PrevMatch, ResNet-101)
82.3
Validation mIoU· Extra Data
No paperCode
#3PrevMatch (ResNet-101)SOTA
81.9
Validation mIoU· 2024-05-31
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Code
#4Dual Teacher
81.19
Validation mIoU
No paperCode
#5FARCLUSS
78.2
Validation mIoU· 2025-06-11
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic Segmentation Code