Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DADA | 79.8 | No | Discriminative Adversarial Domain Adaptation | 2019-11-27 | Code |
| 2 | ADR | 74.8 | No | Adversarial Dropout Regularization | 2017-11-05 | - |
| 3 | GPDA | 73.3 | No | Unsupervised Visual Domain Adaptation: A Deep Ma... | 2019-02-23 | Code |
| 4 | MCD | 71.9 | No | Maximum Classifier Discrepancy for Unsupervised ... | 2017-12-07 | Code |
| 5 | DANN | 57.4 | No | Domain-Adversarial Training of Neural Networks | 2015-05-28 | Code |
| 6 | No Adaptation | 52.4 | No | Deep Residual Learning for Image Recognition | 2015-12-10 | Code |