Domain Adaptation on GTAV to Cityscapes+Mapillary

Metric: mIoU (higher is better)

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#	Model↕	mIoU▼	Augmentations	Paper	Date↕	Code
1	Rein	63.3	No	Stronger, Fewer, & Superior: Harnessing Vision F...	2023-12-07	Code
2	DDB	58.6	No	Deliberated Domain Bridging for Domain Adaptive ...	2022-09-16	Code
3	ADAS	47.5	No	ADAS: A Direct Adaptation Strategy for Multi-Tar...	2022-03-14	Code
4	CCL	46.8	No	Multi-Target Domain Adaptation with Collaborativ...	2021-06-07	-

#1ReinSOTA
63.3
mIoU· 2023-12-07
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Code
#2DDBSOTA
58.6
mIoU· 2022-09-16
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Code
#3ADASSOTA
47.5
mIoU· 2022-03-14
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Code
#4CCLSOTA
46.8
mIoU· 2021-06-07
Multi-Target Domain Adaptation with Collaborative Consistency Learning