Domain Adaptation Classification on Synthetic Digits to SVHN (test)
7.09Error Rate (%)Target only
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Target only2017.08 | 7.09 | — | |
| Associative Domain AdaptationHyper-parameter optimization=Individual2017.08 | 8.14 | 87.78 | |
| DSN w/ DANN2017.08 | 8.8 | 78.95 | |
| DANN2017.08 | 8.91 | 79.67 | |
| DSN w/ MMD2017.08 | 11.5 | 31.58 | |
| MMD2017.08 | 12 | — | |
| SA2017.08 | 13.56 | — | |
| CORAL2017.08 | 14.8 | — | |
| Source only2017.08 | 15.68 | — | |
| DAMMDDomain adaptation setting=DAMMD (L_assoc replaced with MMD)2017.08 | 19.14 | — |