Diagnostic Classification on SIIM-ACR Pneumothorax
87.85AUROC (1% labels)GazeWorld
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GazeWorldEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 87.85 | 90.48 | 94.27 | |
| EGMAEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 87.17 | 87.91 | 88.98 | |
| MGCAEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 86.14 | 88.13 | 91.84 | |
| MedCLIPEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 86.09 | 87.41 | 91.46 | |
| PRIOREvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 81.96 | 82.76 | 85.33 | |
| MedKLIPEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 74.5 | 78.27 | 84.67 | |
| BioViLEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 62.98 | 68.39 | 78.2 | |
| CheXWorldEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 62.31 | 81.54 | 91.34 |