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Digit Classification on MNIST -> SVHN (test)

85AccuracyFully Supervised
13.2431.8750.569.13Nov 21, 2018May 24, 2019Nov 24, 2019May 27, 2020Nov 27, 2020May 30, 2021Dec 1, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Fully SupervisedArchitecture=Simple CNN (2 conv, 2 fc, BN)2021.1285
PFAN2018.1157.6
ATT2018.1152.8
RevGrad2018.1135.7
TOHANNumber of Target Data per Class=72021.0633.2
Source Only2018.1133
DUAArchitecture=Simple CNN (2 conv, 2 fc, BN)2021.1233
TOHANNumber of Target Data per Class=62021.0632.1
TOHANNumber of Target Data per Class=52021.0630.5
TOHANNumber of Target Data per Class=42021.0629.6
TOHANNumber of Target Data per Class=32021.0629.5
TOHANNumber of Target Data per Class=22021.0628.6
TOHANNumber of Target Data per Class=12021.0626.7
dkdHTLNumber of Target Data per Class=72021.0626.1
dkdHTLNumber of Target Data per Class=62021.0625.7
dkdHTLNumber of Target Data per Class=52021.0625.4
dkdHTLNumber of Target Data per Class=32021.0624.5
dkdHTLNumber of Target Data per Class=42021.0624.4
dkdHTLNumber of Target Data per Class=12021.0624.1
dkdHTLNumber of Target Data per Class=22021.0624.1
Source onlyArchitecture=Simple CNN (2 conv, 2 fc, BN)2021.1216