RSNA Pneumonia
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | RSNA Pneumonia | Dice Score76.68 | 49 | |
| Classification | RSNA Pneumonia | Accuracy86.24 | 32 | |
| Classification | RSNA Pneumonia (test) | AUC-ROC0.9191 | 27 | |
| Medical Object Detection | RSNA Pneumonia (stage 2) | mAP25.8 | 26 | |
| Object Detection | RSNA Pneumonia (test) | mAP24.9 | 18 | |
| Image Classification | RSNA-Pneumonia 5,337 images (test) | AP72.7 | 10 | |
| Diagnostic Classification | RSNA Pneumonia | AUROC (1% Labels)83.27 | 9 | |
| Classification | RSNA-Pneumonia CXR Modality | Accuracy71.4 | 8 | |
| Medical Semantic Segmentation | RSNA Pneumonia stage 2 (test) | Dice Score- | 0 |
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