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Semi Supervised Semantic Segmentation On Coco 3

Metrics

Validation mIoU

Results

Performance results of various models on this benchmark

Model Name
Validation mIoU
Paper TitleRepository
S4MC47.98Semi-Supervised Semantic Segmentation via Marginal Contextual Information
SemiVL55.4SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
PrevMatch48.4Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation
UniMatch48.2Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
AllSpark49.56AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
LogicDiag48.8Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation-
PC2Seg43.7Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation-
PseudoSeg41.8PseudoSeg: Designing Pseudo Labels for Semantic Segmentation-
UniMatch V260.4UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
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