| Paper | Code | DVD | Books | Electronics | Kitchen | Average | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| UDALM: Unsupervised Domain Adaptation through Language Modeling | ✓ Link | 89.78 | 90.63 | 92.78 | 93.77 | 91.74 | UDALM: Unsupervised Domain Adaptation through Language Modeling | 2021-04-14 |
| Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments | ✓ Link | 81.00 | 81.4 | 85,06 | 85.9 | 83.30 | Distributional Correspondence Indexing | 2018-10-19 |
| Strong Baselines for Neural Semi-supervised Learning under Domain Shift | ✓ Link | 78.14 | 74.86 | 81.45 | 82.14 | 79.15 | Multi-task tri-training | 2018-04-25 |
| The Variational Fair Autoencoder | ✓ Link | 76.57 | 73.40 | 80.53 | 82.93 | 78.36 | VFAE | 2015-11-03 |
| Asymmetric Tri-training for Unsupervised Domain Adaptation | ✓ Link | 76.17 | 72.97 | 80.47 | 83.97 | 78.39 | Asymmetric tri-training | 2017-02-27 |
| Domain-Adversarial Training of Neural Networks | ✓ Link | 75.4 | 71.43 | 77.67 | 80.53 | 76.26 | DANN | 2015-05-28 |