Partial Domain Adaptation 벤치마크
Partial Domain Adaptation on DomainNet
Accuracy (%)
- 2018-08-10 — PADA: Accuracy (%) 37.41
- 2020-03-05 — BA^3US: Accuracy (%) 60.63
- 2021-12-01 — AR: Accuracy (%) 65.76
| Rank | Model | Accuracy (%) | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | AR | 65.76 | Adversarial Reweighting for Partial Domain Adaptation | xjtu-xgu/adversarial-reweighting-for-partial-domain-adaptation | 2021 |
| 2 | BA^3US | 60.63 | A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation | tim-learn/BA3US | 2020 |
| 3 | PADA | 37.41 | Partial Adversarial Domain Adaptation | thuml/Transfer-Learning-Library · thuml/PADA | 2018 |