| Chest X-ray datasets (MIMIC-CXR, NIH Open-I, PadChest, CheXpert) (test) | ProMoE-FL | AUC89.79 | | 108 | 16d ago |
| CheXpert | CARZero | AUROC0.9238 | | 45 | 1mo ago |
| UK Biobank Hypertension (test) | MAE | AUC-ROC71.7 | | 19 | 26d ago |
| MIMIC-CXR | BatchBALD | F1 Score0.861 | | 19 | 3mo ago |
| Chinese (external val) | USFM | AUROC100 | | 18 | 4mo ago |
| Stanford external (val) | USFM | AUROC0.977 | | 18 | 4mo ago |
| Johns Hopkins (JHU) (internal) | USFM | AUROC0.926 | | 18 | 4mo ago |
| PubMed synthetic data IID setting | Federated Controllable Text Generation with Refinement | Accuracy (C)76.88 | | 17 | 4mo ago |
| CT-RATE (test) | Jolia (Ours) | AUC86.44 | | 16 | 1mo ago |
| CDDMBench | Agri-CPJ (+ LLM-as-a-Judge) | Accuracy33.7 | | 16 | 2mo ago |
| CDDMBench 1.0 (test) | Gpt-5-Nano | Accuracy33.7 | | 16 | 4mo ago |
| NIFD (50-50 train-test) | ARMA | Accuracy86 | | 13 | 4mo ago |
| ADNI CN vs AD (50-50 train test) | ARMA | Accuracy90.9 | | 13 | 4mo ago |
| ADNI CN vs MCI 50-50 (train test) | ARMA | Accuracy90.4 | | 13 | 4mo ago |
| Fundus (test) | CompDiff | AUC78 | | 12 | 4mo ago |
| Chest (test) | CompDiff | AUC72 | | 12 | 4mo ago |
| NIH-CXR | X-WIN | AUROC84.3 | | 12 | 4mo ago |
| VinDr | X-WIN | AUROC0.925 | | 12 | 4mo ago |
| Internal (test) | BNT | Accuracy71.43 | | 12 | 4mo ago |
| PadChest rare | KEPIL | AUC78.75 | | 11 | 2mo ago |
| PadChest (unseen) | KEPIL | AUC79.05 | | 11 | 2mo ago |
| COVID-19 CXR-2 | MAVL | AUC0.8386 | | 11 | 2mo ago |
| PadChest seen | KEPIL | AUC85.32 | | 11 | 2mo ago |
| Epilepsy | | AUROC0.9967 | | 11 | 4mo ago |
| SNU-134 (test) | MAKE | Accuracy32.7 | | 11 | 4mo ago |
