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홈
SOTA
Semantic Segmentation
Semantic Segmentation On Synthia To
Semantic Segmentation On Synthia To
평가 지표
Mean IoU
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
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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