Digit Classification on MNIST -> SVHN (test)
85AccuracyFully Supervised
Evaluation Results
| Method | Links | |
|---|---|---|
| Fully SupervisedArchitecture=Simple CNN (2 conv, 2 fc, BN)2021.12 | 85 | |
| PFAN2018.11 | 57.6 | |
| ATT2018.11 | 52.8 | |
| RevGrad2018.11 | 35.7 | |
| TOHANNumber of Target Data per Class=72021.06 | 33.2 | |
| Source Only2018.11 | 33 | |
| DUAArchitecture=Simple CNN (2 conv, 2 fc, BN)2021.12 | 33 | |
| TOHANNumber of Target Data per Class=62021.06 | 32.1 | |
| TOHANNumber of Target Data per Class=52021.06 | 30.5 | |
| TOHANNumber of Target Data per Class=42021.06 | 29.6 | |
| TOHANNumber of Target Data per Class=32021.06 | 29.5 | |
| TOHANNumber of Target Data per Class=22021.06 | 28.6 | |
| TOHANNumber of Target Data per Class=12021.06 | 26.7 | |
| dkdHTLNumber of Target Data per Class=72021.06 | 26.1 | |
| dkdHTLNumber of Target Data per Class=62021.06 | 25.7 | |
| dkdHTLNumber of Target Data per Class=52021.06 | 25.4 | |
| dkdHTLNumber of Target Data per Class=32021.06 | 24.5 | |
| dkdHTLNumber of Target Data per Class=42021.06 | 24.4 | |
| dkdHTLNumber of Target Data per Class=12021.06 | 24.1 | |
| dkdHTLNumber of Target Data per Class=22021.06 | 24.1 | |
| Source onlyArchitecture=Simple CNN (2 conv, 2 fc, BN)2021.12 | 16 |