OpenCodePapers

semi-supervised-semantic-segmentation-on-ade20k-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 Segmentation48.2HVLFormer (SigLIP2)2025-06-16
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation46.6HVLFormer (ViT-B)2025-06-16
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation✓ Link45.0UniMatch V22024-10-14
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation✓ Link44.3DEARLi2025-07-14
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation36.9HVLFormer (EVA02-S)2025-06-16
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance✓ Link35.1SemiVL2023-11-27
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning✓ Link28.4AEL2021-10-11
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation✓ Link28.1UniMatch2022-08-21
Semi-supervised semantic segmentation needs strong, varied perturbations✓ Link26.2CutMix2019-06-05
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