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Semantic Segmentation On Synthia To

Metrics

Mean IoU

Results

Performance results of various models on this benchmark

Model Name	Mean IoU	Paper Title	Repository
SePiCo	64.3	SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation	-
TransDA-B	59.3	Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation
DAFormer + ProCST	61.6	ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer
DAFormer	60.9	DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
HRDA	65.8	HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
HRDA + PiPa	68.2	PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
MIC	67.3	MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

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