Unsupervised Domain Adaptation on ImageCLEF (test)
98.6Accuracy (-> C)MPA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPAEvaluation Protocol=Multi-Source, Backbone=ResNet-502022.09 | 98.6 | 96.2 | 80.4 | 91.7 | |
| DAPLEvaluation Protocol=Source Combined, Backbone=ResNet-50, Implementation=Our implementation2022.09 | 96 | 89.2 | 76 | 87.1 | |
| DCTNEvaluation Protocol=Multi-Source, Backbone=ResNet-502022.09 | 95.7 | 90.3 | 75 | 87 | |
| MFSANEvaluation Protocol=Multi-Source, Backbone=ResNet-502022.09 | 95.4 | 93.6 | 79.1 | 89.4 | |
| CLIPEvaluation Protocol=Zero-Shot, Backbone=ResNet-502022.09 | 95.1 | 87.3 | 74 | 85.5 | |
| DANNEvaluation Protocol=Source Combined, Backbone=ResNet-502022.09 | 93.7 | 91.8 | 77.9 | 87.8 | |
| D-CORALEvaluation Protocol=Source Combined, Backbone=ResNet-502022.09 | 93.6 | 91.7 | 77.1 | 87.5 | |
| Simple PromptEvaluation Protocol=Source Combined, Backbone=ResNet-50, Implementation=Our implementation2022.09 | 93.6 | 90.6 | 80.9 | 88.4 | |
| DANEvaluation Protocol=Source Combined, Backbone=ResNet-502022.09 | 93.3 | 92.2 | 77.6 | 87.7 | |
| SImpAl50Evaluation Protocol=Multi-Source, Backbone=ResNet-502022.09 | 93.3 | 91 | 77.5 | 87.3 |