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Semi-Supervised Semantic Segmentation
Semi Supervised Semantic Segmentation On 41
Semi Supervised Semantic Segmentation On 41
Metrics
Validation mIoU
Results
Performance results of various models on this benchmark
Columns
Model Name
Validation mIoU
Paper Title
UniMatch V2
45.0
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
SemiVL
35.1
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
AEL
28.4
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning
UniMatch
28.1
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
CutMix
26.2
Semi-supervised semantic segmentation needs strong, varied perturbations
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