Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Mean teacher | 98.66 | No | Self-ensembling for visual domain adaptation | 2017-06-16 | Code |
| 2 | DSN (DANN) | 93.1 | No | Domain Separation Networks | 2016-08-22 | Code |
| 3 | MMD [tzeng2015ddc]; [long2015learning] | 91.1 | No | Learning Transferable Features with Deep Adaptat... | 2015-02-10 | Code |
| 4 | CORAL [sun2015return] | 86.9 | No | Return of Frustratingly Easy Domain Adaptation | 2015-11-17 | Code |