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SOTA
半监督语义分割
Semi Supervised Semantic Segmentation On Coco
Semi Supervised Semantic Segmentation On Coco
评估指标
Validation mIoU
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Validation mIoU
Paper Title
Repository
SemiVL
50.1
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
UniMatch V2
47.9
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
AllSpark
34.10
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
LogicDiag
33.1
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation
-
S4MC
32.9
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
UniMatch
31.9
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
PC2Seg
29.9
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation
-
PseudoSeg
29.8
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
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