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Semi Supervised Semantic Segmentation
Semi Supervised Semantic Segmentation On Coco 3
Semi Supervised Semantic Segmentation On Coco 3
평가 지표
Validation mIoU
평가 결과
이 벤치마크에서 각 모델의 성능 결과
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모델 이름
Validation mIoU
Paper Title
Repository
S4MC
47.98
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
SemiVL
55.4
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
PrevMatch
48.4
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation
UniMatch
48.2
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
AllSpark
49.56
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
LogicDiag
48.8
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation
-
PC2Seg
43.7
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation
-
PseudoSeg
41.8
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
-
UniMatch V2
60.4
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
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