Image Classification on ImageCLEF
97.2F1 ScoreMPA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPAScenario=Multi-Source2025.06 | 97.2 | 96.2 | 80.4 | 91.3 | |
| M-CRPLScenario=Multi-Source2025.06 | 96.2 | 96 | 82.3 | 91.5 | |
| DAPLScenario=Source Combined2025.06 | 96 | 89.2 | 76 | 87.1 | |
| DCTNScenario=Multi-Source2025.06 | 95.7 | 90.3 | 75 | 87 | |
| MFSANScenario=Multi-Source2025.06 | 95.4 | 93.6 | 79.1 | 89.4 | |
| CRPLScenario=Source Combined2025.06 | 94.8 | 94.5 | 81.7 | 90.3 | |
| PGAScenario=Source Combined2025.06 | 94.2 | 92.1 | 78.5 | 88.2 | |
| MPGAScenario=Multi-Source2025.06 | 93.8 | 95.7 | 82.8 | 90.8 | |
| DANNScenario=Source Combined2025.06 | 93.7 | 91.8 | 77.9 | 87.8 | |
| D-CORALScenario=Source Combined2025.06 | 93.6 | 91.7 | 77.1 | 87.5 | |
| Simple PromptScenario=Source Combined2025.06 | 93.6 | 90.6 | 80.9 | 88.4 | |
| DANScenario=Source Combined2025.06 | 93.3 | 92.2 | 77.6 | 87.7 | |
| SIMpDAScenario=Multi-Source2025.06 | 93.3 | 91 | 77.5 | 87.3 | |
| CLIPScenario=Zero-Shot2025.06 | 87.9 | 88.2 | 78.7 | 88.1 |