SOTA Digit Classification on USPS -> MNIST and PapersWithCode

99.1Accuracy

Target Only

Updated 2d ago

Evaluation Results

Method	Links
Target Only 2021.03		99.1
LC + CycleGAN 2021.03		98.3
DRANet 2021.03		97.8
distributionally robust learning framework 2026.01		97.3
DRANet 2021.03		96.9
distributionally robust learning framework 2026.01		96.6
CyCADA 2021.03		96.5
MCD 2026.01		96.1
ADDA 2021.03		95.2
STAR 2026.01		94.5
distributionally robust learning framework 2026.01		93
ATDOC 2026.01		92.6
distributionally robust learning framework 2026.01		91.5
Generate To Adapt 2017.04		90.8
distributionally robust learning framework 2026.01		90.3
ADDA 2017.04		90.1
CoGAN 2017.04		89.1
CoGAN 2021.03		89.1
distributionally robust learning framework 2026.01		87.6
ATDOC 2026.01		87
distributionally robust learning framework 2026.01		87
distributionally robust learning framework 2026.01		86.4
MCD 2026.01		85.9
STAR 2026.01		85.2
CORAL 2026.01		75.9
DANN 2026.01		74.8
DRCN 2017.04		73.7
RevGrad 2017.04		73
DANN 2021.03		73
CORAL 2026.01		64.7
ERM (Src-only) 2026.01		60.4
CDAN 2026.01		58.3
MK-MMD 2026.01		57.6
Source only 2017.04		57.1
CDAN 2026.01		54.8
DANN 2026.01		51.1
Source Only 2021.03		44.9
MK-MMD 2026.01		32.1