Metric: Accuracy (%) (higher is better)
| # | Model↕ | Accuracy (%)▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EvoADA | 80.2 | No | On Evolving Attention Towards Domain Adaptation | 2021-03-25 | - |
| 2 | AR+LS | 79.44 | No | - | - | Code |
| 3 | SHOT | 78.3 | No | Do We Really Need to Access the Source Data? Sou... | 2020-02-20 | Code |
| 4 | SPDA | 77.12 | No | - | - | Code |
| 5 | BA^3US | 76 | No | A Balanced and Uncertainty-aware Approach for Pa... | 2020-03-05 | Code |
| 6 | SCS-LP | 75.4 | No | - | - | Code |
| 7 | SLM | 75.29 | No | Select, Label, and Mix: Learning Discriminative ... | 2020-12-06 | - |
| 8 | MCC | 75.1 | No | Minimum Class Confusion for Versatile Domain Ada... | 2019-12-08 | Code |
| 9 | RTNet_adv | 72.3 | No | Selective Transfer with Reinforced Transfer Netw... | 2019-05-26 | - |
| 10 | SAFN | 71.8 | No | Larger Norm More Transferable: An Adaptive Featu... | 2018-11-19 | Code |
| 11 | ETN | 70.5 | No | Learning to Transfer Examples for Partial Domain... | 2019-03-28 | Code |