OpenCodePapers

semi-supervised-semantic-segmentation-on-coco-1-128-labeled

Semantic SegmentationSemi-Supervised Semantic Segmentation
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PaperCodeValidation mIoUModelNameReleaseDate
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation63.7HVLFormer (SigLIP2)2025-06-16
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation61.2HVLFormer (ViT-B)2025-06-16
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation✓ Link58.7UniMatch V22024-10-14
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation✓ Link57.0DEARLi2025-07-14
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation56.2HVLFormer (E.02-S)2025-06-16
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance✓ Link53.6SemiVL2023-11-27
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation✓ Link45.7PrevMatch2024-05-31
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation✓ Link45.48AllSpark2024-03-04
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation45.4LogicDiag2023-08-24
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation✓ Link44.5UniMatch2022-08-21
Semi-Supervised Semantic Segmentation via Marginal Contextual Information✓ Link43.78S4MC2023-08-26
Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation40.1PC2Seg2021-08-20
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation✓ Link39.1PseudoSeg2020-10-19
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