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Semi Supervised Semantic Segmentation On Coco 1

評価指標

Validation mIoU

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Validation mIoU
Paper TitleRepository
PC2Seg37.5Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation-
UniMatch38.9Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
PseuodSeg37.1PseudoSeg: Designing Pseudo Labels for Semantic Segmentation
LogicDiag40.3Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation-
SemiVL52.8SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
PrevMatch40.2Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation
UniMatch V255.8UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
AllSpark41.65AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
S4MC40.4Semi-Supervised Semantic Segmentation via Marginal Contextual Information
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