ChestXRay
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Classification | ChestXray | AUC84.06 | 26 | |
| Subject Re-identification | ChestXray-14 (test) | MRe@K99.57 | 21 | |
| Anomaly Classification | ChestXray RSNA | AUC85.72 | 12 | |
| Medical Image Generation | ChestXray14 | PSNR40.16 | 12 | |
| Image Classification | ChestXRay | Accuracy24.88 | 11 | |
| Image Classification | ChestXRay8 | Accuracy55.94 | 9 | |
| Multi-label disease classification | ChestXray 14 | Classification Score82 | 7 | |
| Multi-label Medical Image Classification | ChestXray14 | AUC (Clean)73 | 6 | |
| Disease classification | ChestXray14 (test) | POS AUC85.1 | 6 | |
| Anomaly Classification | ChestXray (test) | AUC0.7111 | 3 |
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