CXR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Disease diagnosis | CXR 20 (test) | F1-Macro75.37 | 36 | |
| Referring Object Classification | CXR8 (test) | Accuracy33.5 | 9 | |
| Abnormality Detection | CXR | IoU31 | 8 | |
| Image Classification | CXR | AUROC0.92 | 8 | |
| Close-Ended Visual Question Answering | CXR | BERTScore90 | 8 | |
| Open-Ended Visual Question Answering | CXR | BERTScore0.86 | 8 | |
| Medical Image Retrieval | CXR All (test) | mAP74.5 | 7 | |
| Medical Image Retrieval | CXR 12 years (test) | mAP0.596 | 7 | |
| Medical Image Retrieval | CXR 11 years (test) | mAP0.748 | 7 | |
| Medical Image Retrieval | CXR 10 years (test) | mAP72.3 | 7 | |
| Medical Image Retrieval | CXR 9 years (test) | mAP71.1 | 7 | |
| Medical Image Retrieval | CXR 8 years (test) | mAP68.8 | 7 | |
| Medical Image Retrieval | CXR 7 years (test) | mAP44 | 7 | |
| Medical Image Retrieval | CXR 6 years (test) | mAP68.7 | 7 | |
| Medical Image Retrieval | CXR 5 years (test) | mAP65.6 | 7 | |
| Medical Image Retrieval | CXR 4 years (test) | mAP68 | 7 | |
| Medical Image Retrieval | CXR 3 years (test) | mAP67 | 7 | |
| Medical Image Retrieval | CXR 2 years (test) | mAP74.5 | 7 | |
| Medical Image Retrieval | CXR 1 year (test) | mAP82.5 | 7 | |
| Image Classification | CXR14 | AUC0.794 | 6 | |
| Report Generation | CXR | BLEU-422.8 | 4 | |
| Model Inversion Attack | CXR 128x128 (test) | Accuracy69 | 4 |
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