Pneumothorax classification on VinDR-CXR
94AUCProtoCLIP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ProtoCLIPMode=Zero-shot, Threshold γ=0.03, Target Sensitivity=95%2026.04 | 94 | 94 | 84 | 3 | 7 | |
| MedKLIPMode=Zero-shot2026.04 | 93 | — | — | — | — | |
| BioVil-TMode=Zero-shot2026.04 | 90 | — | — | — | — | |
| CheXZeroMode=Zero-shot, Threshold γ=-0.002, Target Sensitivity=95%2026.04 | 85 | 94 | 71 | 2 | 4 | |
| GloriaMode=Zero-shot2026.04 | 68 | — | — | — | — | |
| CXR-CMLMode=Zero-shot2026.04 | 51 | — | — | — | — |