Metric: DVD (higher is better)
| # | Model↕ | DVD▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UDALM: Unsupervised Domain Adaptation through Language Modeling | 89.78 | No | UDALM: Unsupervised Domain Adaptation through La... | 2021-04-14 | Code |
| 2 | Distributional Correspondence Indexing | 81 | No | Revisiting Distributional Correspondence Indexin... | 2018-10-19 | Code |
| 3 | Multi-task tri-training | 78.14 | No | Strong Baselines for Neural Semi-supervised Lear... | 2018-04-25 | Code |
| 4 | VFAE | 76.57 | No | The Variational Fair Autoencoder | 2015-11-03 | Code |
| 5 | Asymmetric tri-training | 76.17 | No | Asymmetric Tri-training for Unsupervised Domain ... | 2017-02-27 | Code |
| 6 | DANN | 75.4 | No | Domain-Adversarial Training of Neural Networks | 2015-05-28 | Code |