Digit Classification on MNIST-M (Target Test)
97.8AccuracyDeepJDOT
Evaluation results
| Method | Links | |
|---|---|---|
| DeepJDOTadaptation=source to target, eval_domain=source2018.03 | 97.8 | |
| target onlyadaptation=none, train_domain=target2018.03 | 96.8 | |
| DeepJDOTadaptation=source to target2018.03 | 92.4 | |
| AssocDAadaptation=source to target2018.03 | 89.5 | |
| DSNadaptation=source to target2018.03 | 83.2 | |
| ADDAadaptation=source to target2018.03 | 78.8 | |
| DANNadaptation=source to target2018.03 | 75.4 | |
| MMDadaptation=source to target2018.03 | 72.5 | |
| StochJDOTadaptation=source to target2018.03 | 66.7 | |
| DeepCORALadaptation=source to target2018.03 | 66.5 | |
| Source onlyadaptation=none, train_domain=source2018.03 | 60.8 |