Brain Disease Classification on Pub-Brain-5
97.3Stroke BAccItemizedCLIP
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ItemizedCLIPZero-shot evaluation=true2025.12 | 97.3 | 96.8 | 89.4 | 88.8 | 57.2 | 67.6 | 83.6 | |
| HLIPZero-shot evaluation=true2025.12 | 91.5 | 89.2 | 79.2 | 78.1 | 63.3 | 63.9 | 76.5 | |
| PrimaZero-shot evaluation=true2025.12 | 78.8 | 89.3 | 70.8 | 64.7 | 42.8 | 31.6 | 61.6 | |
| FullViTZero-shot evaluation=true2025.12 | 72.8 | 93.4 | 72.9 | 63.1 | 45.7 | 43.4 | 63.6 | |
| ConceptCLIPZero-shot evaluation=true2025.12 | 66.8 | 91.9 | 57.7 | 67.9 | 35.7 | 30.9 | 58.9 | |
| BiomedCLIPZero-shot evaluation=true2025.12 | 64.7 | 87.8 | 63.6 | 59.8 | 50.4 | 31.5 | 59.8 |