OpenCodePapers

semi-supervised-semantic-segmentation-on-coco-1-512-labeled

Semantic SegmentationSemi-Supervised Semantic Segmentation
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PaperCodeValidation mIoUModelNameReleaseDate
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation59.4HVLFormer (SigLIP2)2025-06-16
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation54.9HVLFormer (ViT-B)2025-06-16
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation✓ Link54.6DEARLi2025-07-14
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation52.7HVLFormer (E.02-S)2025-06-16
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance✓ Link50.1SemiVL2023-11-27
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation✓ Link47.9UniMatch V22024-10-14
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation✓ Link35.1CSL2025-09-20
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation✓ Link34.10AllSpark2024-03-04
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation33.1LogicDiag2023-08-24
Semi-Supervised Semantic Segmentation via Marginal Contextual Information✓ Link32.9S4MC2023-08-26
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation✓ Link31.9UniMatch2022-08-21
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation29.9PC2Seg2021-08-20
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation✓ Link29.8PseudoSeg2020-10-19
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