OpenCodePapers

semantic-segmentation-on-gtav-to-cityscapes-1

Semantic Segmentation
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PaperCodemIoUModelNameReleaseDate
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation✓ Link75.9MIC2022-12-02
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation✓ Link75.6HRDA + PiPa2022-11-14
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation✓ Link73.8HRDA2022-04-27
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation✓ Link70.3SePiCo2022-04-19
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer✓ Link69.4DAFormer + ProCST2022-04-25
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation✓ Link68.3DAFormer2021-11-29
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation✓ Link63.9TransDA-B2022-03-15
G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation59.7G2L2022-09-07
Cross-Region Domain Adaptation for Class-level Alignment58.6ProDA+CRA2021-09-14
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation✓ Link57.5ProDA2021-01-26
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation✓ Link55.3CMFormer2023-07-01
Content-Consistent Matching for Domain Adaptive Semantic Segmentation✓ Link49.9CCM
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