Domain Adaptation Classification on Synthetic Signs → GTSRB (test)
1.82Error Rate (%)Target only
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Target only2017.08 | 1.82 | — | |
| Associative Domain AdaptationHyper-parameter optimization=Individual2017.08 | 2.34 | 81.23 | |
| Source only2017.08 | 4.59 | — | |
| DSN w/ DANN2017.08 | 6.9 | 54.42 | |
| DSN w/ MMD2017.08 | 7.4 | 51.02 | |
| MMD2017.08 | 8.9 | — | |
| DAMMDDomain adaptation setting=DAMMD (L_assoc replaced with MMD)2017.08 | 10.69 | — | |
| DANN2017.08 | 11.35 | 46.39 | |
| CORAL2017.08 | 13.1 | — | |
| SA2017.08 | 18.35 | — |