Domain Generalization on NICO Vehicle

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	NAS-OoD	81.59	No	NAS-OoD: Neural Architecture Search for Out-of-D...	2021-09-05	Code
2	DecAug (Resnet-18)	80.12	No	DecAug: Out-of-Distribution Generalization via D...	2020-12-17	Code
3	DRO (Resnet-18)	77.61	No	Distributionally Robust Neural Networks for Grou...	2019-11-20	Code
4	ResNet-18	77.39	No	Domain Generalization by Solving Jigsaw Puzzles	2019-03-16	Code
5	CORAL (Resnet-18)	71.64	No	Deep CORAL: Correlation Alignment for Deep Domai...	2016-07-06	Code

#1NAS-OoDSOTA
81.59
Accuracy· 2021-09-05
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Code
#2DecAug (Resnet-18)SOTA
80.12
Accuracy· 2020-12-17
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Code
#3DRO (Resnet-18)SOTA
77.61
Accuracy· 2019-11-20
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Code
#4ResNet-18SOTA
77.39
Accuracy· 2019-03-16
Domain Generalization by Solving Jigsaw Puzzles Code
#5CORAL (Resnet-18)SOTA
71.64
Accuracy· 2016-07-06
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Code