Domain Adaptation on DomainNet Ten-shot
81.2Accuracy (R->C)CLDA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CLDANet=Resnet342021.06 | 81.2 | 77.7 | 80.3 | 74.1 | 77.1 | 74.1 | 85.1 | 78.5 | |
| APENet=Resnet342021.06 | 79.8 | 75.1 | 78.9 | 70.5 | 73.6 | 70.8 | 82.9 | 76.8 | |
| ENTNet=Resnet342021.06 | 79 | 72.9 | 78 | 68.9 | 68.4 | 68.1 | 82.6 | 74 | |
| MMENet=Resnet342021.06 | 77.1 | 71.9 | 76.3 | 67 | 69.7 | 67.8 | 81.2 | 73 | |
| DANNNet=Resnet342021.06 | 70 | 64.5 | 64 | 56.9 | 60.7 | 60.5 | 75.9 | 64.6 | |
| CDANNet=Resnet342021.06 | 69.3 | 65.3 | 64.6 | 57.5 | 61.6 | 60.2 | 77 | 65.1 | |
| S+TNet=Resnet342021.06 | 68.5 | 66.4 | 69.2 | 64.8 | 64.2 | 60.7 | 77.3 | 67.3 |