Domain Adaptation on DomainNet Five-shot
80.3R->C AccuracyCLDA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CLDANet=Resnet342021.06 | 80.3 | 76 | 77.8 | 71.6 | 74.5 | 72.9 | 84 | 76.7 | |
| APENet=Resnet342021.06 | 77.7 | 73 | 76.9 | 67 | 71.4 | 68.8 | 80.5 | 73.6 | |
| ENTNet=Resnet342021.06 | 77.1 | 71 | 75.7 | 61.9 | 66.2 | 64.6 | 81.1 | 71.1 | |
| MMENet=Resnet342021.06 | 75.5 | 70.4 | 74 | 65 | 68.2 | 65.5 | 79.9 | 71.2 | |
| CDANNet=Resnet342021.06 | 68 | 65 | 65.5 | 58 | 62.8 | 58.4 | 74.8 | 64.6 | |
| S+TNet=Resnet342021.06 | 64.5 | 63.1 | 64.2 | 59.2 | 60.4 | 56.2 | 75.7 | 63.3 | |
| DANNNet=Resnet342021.06 | 63.7 | 62.9 | 60.5 | 55 | 59.5 | 55.8 | 72.6 | 61.4 |