Unsupervised Domain Adaptation on ImageCLEF
97.4Accuracy (Domain C)MPGA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPGAEvaluation Protocol=Multi-Source2024.06 | 97.4 | 96.5 | 84.7 | 92.9 | |
| MPAEvaluation Protocol=Multi-Source2024.06 | 97.2 | 96.2 | 80.4 | 91.3 | |
| PGAEvaluation Protocol=Source Combined2024.06 | 96.8 | 95.7 | 84.6 | 92.4 | |
| DAPLEvaluation Protocol=Source Combined2024.06 | 96 | 89.2 | 76 | 87.1 | |
| DCTNEvaluation Protocol=Multi-Source2024.06 | 95.7 | 90.3 | 75 | 87 | |
| MFSANEvaluation Protocol=Multi-Source2024.06 | 95.4 | 93.6 | 79.1 | 89.4 | |
| DANNEvaluation Protocol=Source Combined2024.06 | 93.7 | 91.8 | 77.9 | 87.8 | |
| D-CORALEvaluation Protocol=Source Combined2024.06 | 93.6 | 91.7 | 77.1 | 87.5 | |
| Simple PromptEvaluation Protocol=Source Combined2024.06 | 93.6 | 90.6 | 80.9 | 88.4 | |
| DANEvaluation Protocol=Source Combined2024.06 | 93.3 | 92.2 | 77.6 | 87.7 | |
| SIMpIDAEvaluation Protocol=Multi-Source2024.06 | 93.3 | 91 | 77.5 | 87.3 | |
| CLIPEvaluation Protocol=Zero-Shot2024.06 | 87.9 | 88.2 | 78.7 | 84.9 |