Open-Set Domain Adaptation on ImageCLEF-DA
82Accuracy (B->C)DAOD
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DAODBackbone=VGG162019.07 | 82 | 66.6 | 63.4 | 48.7 | 83.2 | 68 | 48.1 | 73 | 65.8 | 45.4 | 81.7 | 72.1 | 66.5 | |
| DAODBackbone=VGG192019.07 | 80.8 | 71.1 | 60.4 | 49.5 | 81.2 | 66.4 | 51.1 | 71.7 | 61.3 | 46 | 80.8 | 73.2 | 66.1 | |
| DAODBackbone=ResNet-502019.07 | 78.8 | 73.3 | 61.7 | 53.3 | 81.4 | 66.5 | 52.1 | 75.8 | 64.7 | 50.2 | 79.8 | 75.3 | 67.7 | |
| OSBPBackbone=VGG162019.07 | 76.3 | 67.8 | 62 | 48.6 | 68.6 | 61.5 | 46.7 | 75.4 | 64.2 | 47 | 77 | 70 | 63.8 | |
| OSBPBackbone=VGG192019.07 | 75.4 | 67.8 | 60 | 50.3 | 64.9 | 59.5 | 49.5 | 75.6 | 62.6 | 50.9 | 75.4 | 68.8 | 63.4 | |
| OSBPBackbone=ResNet-502019.07 | 74.8 | 70.7 | 61.9 | 48.1 | 68.5 | 61.7 | 50 | 75.7 | 64.7 | 49 | 73.8 | 72.2 | 64.3 | |
| ATIBackbone=VGG162019.07 | 74.1 | 69.3 | 66 | 46.6 | 74.1 | 66.3 | 46.5 | 68.6 | 65.6 | 42.8 | 73.9 | 69.7 | 63.6 | |
| ATIBackbone=ResNet-502019.07 | 73.8 | 72.2 | 64.8 | 46.8 | 74.5 | 65.3 | 49 | 72.2 | 65.1 | 48.1 | 73.5 | 72.4 | 64.8 | |
| ATIBackbone=VGG192019.07 | 73.5 | 69.1 | 63.5 | 48.6 | 73.2 | 64 | 45.7 | 68.6 | 62.8 | 42.9 | 73.6 | 68.2 | 62.8 | |
| JGSABackbone=VGG192019.07 | 66.9 | 52.1 | 60.2 | 45.7 | 67.7 | 58.2 | 49.9 | 62.1 | 54.2 | 40.3 | 63.6 | 58.1 | 55.9 | |
| JGSABackbone=ResNet-502019.07 | 63.8 | 58.3 | 54.3 | 47.3 | 74.5 | 60.3 | 46.1 | 66.6 | 56.8 | 43.9 | 67.3 | 60.8 | 58.3 | |
| JGSABackbone=VGG162019.07 | 59.6 | 64.6 | 53.5 | 41.6 | 68.2 | 57.1 | 45.7 | 61.8 | 57.3 | 38.2 | 72.2 | 64.4 | 57 |