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HyperAI超神经

Semantic Segmentation On Synthia To

评估指标

Mean IoU

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
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
HRDA	65.8	HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
SePiCo	64.3	SePiCo: Semantic-Guided Pixel Contrast 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
TransDA-B	59.3	Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation

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Semantic Segmentation On Synthia To | SOTA | HyperAI超神经