OpenCodePapers

semi-supervised-semantic-segmentation-on-coco-1-32-labeled

Semantic SegmentationSemi-Supervised Semantic Segmentation
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PaperCodeValidation mIoUModelNameReleaseDate
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation67.4HVLFormer (SigLIP2)2025-06-16
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation65.1HVLFormer (ViT-B)2025-06-16
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation✓ Link63.3UniMatch V22024-10-14
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation61.1HVLFormer (E.02-S)2025-06-16
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation✓ Link60.2DEARLi2025-07-14
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance✓ Link56.5SemiVL2023-11-27
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation✓ Link51.2CSL2025-09-20
Semi-Supervised Semantic Segmentation via Marginal Contextual Information✓ Link50.58S4MC2023-08-26
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation50.5LogicDiag2023-08-24
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation✓ Link49.8UniMatch2022-08-21
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation46.1PC2Seg2021-08-20
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation✓ Link43.6PseudoSeg2020-10-19
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