OpenCodePapers

semi-supervised-semantic-segmentation-on-ade20k-1-16-labeled

Semantic SegmentationSemi-Supervised Semantic Segmentation
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PaperCodeValidation mIoUModelNameReleaseDate
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation49.8HVLFormer (SigLIP2)2025-06-16
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation47.5HVLFormer (ViT-B)2025-06-16
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation✓ Link46.7UniMatch V22024-10-14
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation✓ Link45.0DEARLi2025-07-14
Segmenting Visuals With Querying Words: Language Anchors For Semi-Supervised Image Segmentation39.1HVLFormer (EVA02-S)2025-06-16
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance✓ Link37.2SemiVL2023-11-27
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning✓ Link33.2AEL2021-10-11
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation✓ Link31.5UniMatch2022-08-21
Semi-supervised semantic segmentation needs strong, varied perturbations✓ Link29.8CutMix2019-06-05
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