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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

模型名称
Mean IoU
Paper TitleRepository
SePiCo64.3SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation-
TransDA-B59.3Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation
DAFormer + ProCST61.6ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer
DAFormer60.9DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
HRDA65.8HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
HRDA + PiPa68.2PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
MIC67.3MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
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