Domain Adaptation on GTAV+Synscapes to Cityscapes

Metric: mIoU (higher is better)

LeaderboardDataset

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#	Model↕	mIoU▼	Augmentations	Paper	Date↕	Code
1	DDB	69	No	Deliberated Domain Bridging for Domain Adaptive ...	2022-09-16	Code
2	MSCL	59	No	Multi-Source Domain Adaptation with Collaborativ...	2021-03-08	-
3	MADAN	55.7	No	Multi-source Domain Adaptation for Semantic Segm...	2019-10-27	Code
4	MDAN	55.2	No	-	-	-
5	MRNet+Adaboost	50.8	No	Adaptive Boosting for Domain Adaptation: Towards...	2021-03-29	Code
6	MRNet	47.6	No	Unsupervised Scene Adaptation with Memory Regula...	2019-12-24	Code

#1DDBSOTA
69
mIoU· 2022-09-16
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Code
#2MSCLSOTA
59
mIoU· 2021-03-08
Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation
#3MADANSOTA
55.7
mIoU· 2019-10-27
Multi-source Domain Adaptation for Semantic Segmentation Code
#4MDAN
55.2
mIoU
No paper
#5MRNet+Adaboost
50.8
mIoU· 2021-03-29
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Code
#6MRNet
47.6
mIoU· 2019-12-24
Unsupervised Scene Adaptation with Memory Regularization in vivo Code