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Semi-Supervised Semantic Segmentation
Semi Supervised Semantic Segmentation On 42
Semi Supervised Semantic Segmentation On 42
Metrics
Validation mIoU
Results
Performance results of various models on this benchmark
Columns
Model Name
Validation mIoU
Paper Title
UniMatch V2
46.7
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
SemiVL
37.2
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
AEL
33.2
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning
UniMatch
31.5
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
CutMix
29.8
Semi-supervised semantic segmentation needs strong, varied perturbations
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Semi Supervised Semantic Segmentation On 42 | SOTA | HyperAI