Unsupervised Domain Adaptation on USPS -> MNIST (test)

99.5Accuracy

Self-Ensembling

Updated 4d ago

Evaluation Results

Method	Links
Self-Ensembling 2017.05		99.5
Target Only 2017.05		99.2
Target only 2017.11		99.2
CyCADA 2017.11		96.5
CyCADA 2017.11		96.4
Inference-time Label-Preserving Target Projections 2021.03		96.1
CCSA 2021.03		95.71
CyCADA 2017.05		95.7
SBADA-GAN 2017.05		95
SBADA-GAN 2017.05		94.4
Inference-time Label-Preserving Target Projections 2021.03		93.81
M-ADA 2021.03		93.67
UNIT 2017.03		93.58
UNIT 2017.05		93.5
CoGAN 2017.03		93.15
M-ADA 2021.03		92.33
FADA 2021.03		91.5
GenToAdapt 2017.05		90.8
ADDA 2017.05		90.1
ADDA 2017.11		90.1
CoGAN 2017.05		89.1
COGAN 2017.11		89.1
SBADA-GAN 2017.05		87.5
Inference-time Label-Preserving Target Projections 2021.03		74.52
DRCN 2017.05		73.7
DANN 2017.05		73
M-ADA 2021.03		71.19
Source only 2017.11		69.6
CORAL 2017.05		57.7
Source Only 2017.05		57.1