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Semi Supervised Semantic Segmentation On Coco

Metrics

Validation mIoU

Results

Performance results of various models on this benchmark

Model Name
Validation mIoU
Paper TitleRepository
LogicDiag33.1Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation-
PC2Seg29.9Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation-
PseudoSeg29.8PseudoSeg: Designing Pseudo Labels for Semantic Segmentation-
SemiVL50.1SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
UniMatch31.9Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
UniMatch V247.9UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
S4MC32.9Semi-Supervised Semantic Segmentation via Marginal Contextual Information
AllSpark34.10AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
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