Classification on Pub-Brain-5 (test)
91.5Stroke Balanced AccuracyHLIP
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HLIPZero-shot classification=true2025.05 | 91.5 | 89.2 | 79.2 | 78.1 | 84.5 | 63.3 | 63.9 | |
| PrimaZero-shot classification=true2025.05 | 78.8 | 89.3 | 70.8 | 64.7 | 75.9 | 42.8 | 31.6 | |
| ViTZero-shot classification=true, implementation=our impl2025.05 | 72.8 | 93.4 | 72.9 | 63.1 | 75.6 | 45.7 | 43.4 | |
| ConceptCLIPZero-shot classification=true2025.05 | 66.8 | 91.9 | 57.7 | 67.9 | 71.1 | 35.7 | 30.9 | |
| BiomedCLIPZero-shot classification=true2025.05 | 64.7 | 87.8 | 63.6 | 59.8 | 69 | 50.4 | 31.5 |