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Domain Adaptation On Cityscapes To

Metrics

mIoU

Results

Performance results of various models on this benchmark

Model Name	mIoU	Paper Title	Repository
FIFO	48.4	FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation
BWG	51.3	Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance
CMAda3+	46.8	Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding
CuDA-Net	49.1	Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding	-
FogAdapt+	50.6	FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images	-
CoDA	60.9	CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning

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