Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DSN (DANN) | 91.2 | No | Domain Separation Networks | 2016-08-22 | Code |
| 2 | DANN [ganin2016domain] | 90.3 | No | Domain-Adversarial Training of Neural Networks | 2015-05-28 | Code |
| 3 | MMD [tzeng2015ddc]; [long2015learning] | 88 | No | Learning Transferable Features with Deep Adaptat... | 2015-02-10 | Code |
| 4 | CORAL [sun2015return] | 85.2 | No | Return of Frustratingly Easy Domain Adaptation | 2015-11-17 | Code |