Image Classification on Digits
97.6Average AccuracyDWL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DWLadaptation_type=unsupervised2021.03 | 97.6 | 97.3 | 97.4 | 98.1 | |
| ETDadaptation_type=unsupervised2021.03 | 96.9 | 96.4 | 96.3 | 97.9 | |
| LWCadaptation_type=unsupervised2021.03 | 96.6 | 95.6 | 97.1 | 97.1 | |
| MCDadaptation_type=unsupervised2021.03 | 94.8 | 94.2 | 94.1 | 96.2 | |
| CyCADAadaptation_type=unsupervised2021.03 | 94.2 | 95.6 | 96.5 | 90.4 | |
| CDANadaptation_type=unsupervised2021.03 | 93.1 | 93.9 | 96.9 | 88.5 | |
| TPNadaptation_type=unsupervised2021.03 | 93.1 | 92.1 | 94.1 | 93 | |
| CATadaptation_type=unsupervised2021.03 | 89.9 | 90.6 | 80.9 | 98.1 | |
| ADDAadaptation_type=unsupervised2021.03 | 85.2 | 89.4 | 90.1 | 76 | |
| DRCNadaptation_type=unsupervised2021.03 | 82.5 | 91.8 | 73.7 | 82 | |
| Ours2024.10 | 81.39 | — | — | — | |
| AdvST2024.10 | 80.1 | — | — | — | |
| DANadaptation_type=unsupervised2021.03 | 77.2 | 80.3 | 77.8 | 73.5 | |
| SADA2024.10 | 76.56 | — | — | — | |
| ABA2024.10 | 74.76 | — | — | — | |
| L2D2024.10 | 74.45 | — | — | — | |
| FFM2024.10 | 73.45 | — | — | — | |
| RandConv2024.10 | 72.88 | — | — | — | |
| ALT2024.10 | 72.49 | — | — | — | |
| AugMix2024.10 | 72.45 | — | — | — | |
| M-ADA2024.10 | 59.49 | — | — | — | |
| GUD2024.10 | 55.67 | — | — | — | |
| ERM2024.10 | 49.29 | — | — | — | |
| COGANadaptation_type=unsupervised2021.03 | — | 91.2 | 89.1 | — |