| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NIH (test) | DHN | AUROC87.3 | 47 | 20d ago | |
| Pneumonia (test) | GLCM-MAE | Accuracy0.955 | 35 | 1mo ago | |
| CheXpert (test) | ViT-B-LR | AUROC (Macro)89.8 | 27 | 8d ago | |
| Tuberculosis (test) | LKA | Accuracy99.7 | 23 | 1mo ago | |
| MIMIC-CXR MAIRA (test) | Med-PaLM M | Macro F151.6 | 12 | 10d ago | |
| MIMIC-CXR Med-Gemini (test) | Med-Gemini | Macro F190.7 | 12 | 10d ago | |
| CheXpert (val) | Xplainer | AUROC84.92 | 11 | 1mo ago | |
| COVIDx | ViT-B-LR | Accuracy0.97 | 8 | 1mo ago | |
| NIH manually re-labelled clean (test) | Xue et al. | Pneumothorax AUC89.1 | 8 | 1mo ago | |
| CXR14 OOD | MedGemma 4B | Macro F150.1 | 7 | 11d ago | |
| CheXpert OOD | RadVLM | Macro F149 | 7 | 11d ago | |
| MIMIC-CXR | NOVA ViT-B | AUC75.78 | 7 | 1mo ago | |
| Combined (MIMIC-CXR, CheXpert, PadChest) | MVMAE | AUROC (%)87.43 | 6 | 1mo ago | |
| PadChest | MVMAE | AUROC (%)89.19 | 6 | 1mo ago | |
| CheXpert | AUROC82.88 | 6 | 1mo ago | ||
| PDC 1 (test) | NVUM | Atelectasis AUC85.66 | 5 | 1mo ago | |
| OPI 4 (test) | NVUM | Atelectasis AUC88.16 | 5 | 1mo ago | |
| VinDr (test) | Atelectasis AUC0.68 | 4 | 1mo ago | ||
| Source Domain (test) | HyDA | AUC (Atelectasis)0.87 | 3 | 1mo ago | |
| Cell dataset | DINO-CXR | Accuracy95.65 | 3 | 1mo ago | |
| COVIDGR dataset | Gazda et al. | Accuracy78.4 | 1 | 1mo ago |
