Domain Adaptation on Cityscapes-to-FoggyDriving

Metric: mIoU (higher is better)

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#	Model↕	mIoU▼	Augmentations	Paper	Date↕	Code
1	CoDA	61	No	CoDA: Instructive Chain-of-Domain Adaptation wit...	2024-03-26	Code
2	BWG	54.2	No	-	-	Code
3	FogAdapt+	53.4	No	FogAdapt: Self-Supervised Domain Adaptation for ...	2022-01-07	-
4	FIFO	50.7	No	FIFO: Learning Fog-invariant Features for Foggy ...	2022-04-04	Code
5	CMAda3+	49.8	No	Curriculum Model Adaptation with Synthetic and R...	2019-01-05	Code

#1CoDASOTA
61
mIoU· 2024-03-26
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Code
#2BWG
54.2
mIoU
No paperCode
#3FogAdapt+SOTA
53.4
mIoU· 2022-01-07
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images
#4FIFO
50.7
mIoU· 2022-04-04
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Code
#5CMAda3+SOTA
49.8
mIoU· 2019-01-05
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Code