Classification on ImageCLEF-DA (test)
80Accuracy I->PDFA-SAFN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DFA-SAFNBackbone=ResNet-502020.06 | 80 | 94.2 | 97.5 | 93.8 | 78.7 | 96.7 | 90.2 | |
| DFA-ENTBackbone=ResNet-502020.06 | 79.5 | 93 | 96.4 | 92.5 | 77.2 | 95.8 | 89.1 | |
| SAFNBackbone=ResNet-502020.06 | 79.3 | 93.3 | 96.3 | 91.7 | 77.6 | 95.3 | 88.9 | |
| CDAN+TNBackbone=ResNet-502020.06 | 78.3 | 90.8 | 96.7 | 92.3 | 78 | 94.8 | 88.5 | |
| CADABackbone=ResNet-502020.06 | 78 | 90.5 | 96.7 | 92 | 77.2 | 95.5 | 88.3 | |
| HAFNBackbone=ResNet-502020.06 | 76.9 | 89 | 94.4 | 89.6 | 74.9 | 92.9 | 86.3 | |
| CDAN*Backbone=ResNet-502020.06 | 76.7 | 90.6 | 97 | 90.5 | 74.5 | 93.5 | 87.1 | |
| DANNBackbone=ResNet-502020.06 | 75 | 86 | 96.2 | 87 | 74.3 | 91.5 | 85 | |
| ResNet-50Backbone=ResNet-502020.06 | 74.8 | 83.9 | 91.5 | 78 | 65.5 | 91.2 | 80.7 |