Diagnostic Classification on RSNA Pneumonia
83.27AUROC (1% Labels)GazeWorld
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GazeWorldEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 83.27 | 85.75 | 90.15 | |
| EGMAEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 82.49 | 84.73 | 88.09 | |
| MedCLIPEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 82.31 | 84.16 | 87.86 | |
| GLoRIAEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 81.9 | 81.24 | 88.57 | |
| MGCAEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 80.41 | 85.67 | 88.24 | |
| PRIOREvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 79.74 | 79.72 | 83.95 | |
| MedKLIPEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 79.43 | 78.62 | 82.76 | |
| CheXWorldEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 78.3 | 84.12 | 88.66 | |
| BioViLEvaluation Protocol=Supervised classification, Backbone Status=frozen2026.05 | 70.74 | 72.84 | 78.48 |