Rad-ChestCT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-Modal Visual Question Answering (MMVQA) | RAD-ChestCT (val) | Accuracy44.99 | 57 | |
| Multi-label abnormality classification | RAD-ChestCT (test) | AUROC0.7547 | 26 | |
| Classification | Rad-ChestCT | AUC76.45 | 25 | |
| Abnormality diagnosis | RAD-ChestCT (external val) | AUC78 | 24 | |
| Diagnosis | Rad-ChestCT (external test) | AUC75.4 | 13 | |
| Text-to-image retrieval | Rad-ChestCT (RC) (val) | AUC78.6 | 13 | |
| Radiology Report Generation | RAD-ChestCT (external val) | RadBERT F1 Score44.1 | 10 | |
| Multi-label Abnormality Analysis | RAD-ChestCT Cross-dataset evaluation | F1-Score52.25 | 9 | |
| Chest CT classification | Rad-ChestCT 14 tasks (external val) | Mean AUC74.7 | 7 | |
| Unconditional 3D Medical Image Generation | RAD-ChestCT 128^3 | FID1.45 | 6 | |
| Multi-label classification | Rad-ChestCT (external val) | AUC72.3 | 6 | |
| Report generation | Rad-ChestCT External (test) | Precision42.7 | 4 | |
| Multi-label Medical Image Classification | RAD-ChestCT External (test) | ATEL AUROC0.63 | 3 | |
| Chest Classification | RAD-ChestCT external (test) | AUROC0.76 | 3 | |
| Medical Volumetric Abnormality Classification | Rad-ChestCT | AUC79 | 2 |
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