| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CT-Rate AHPH-10K (test) | ASAP | AUC69.8 | 18 | 1mo ago | |
| INSPECT -> RSPECT (test) | ASAP | AUC63.1 | 12 | 1mo ago | |
| IU-Xray (test) | Frozen (PET) | Average AUC0.9079 | 10 | 5mo ago | |
| EchoNet-Dynamic (test) | EchoVLM | F1 Score66.7 | 7 | 27d ago | |
| MIMICEchoQA (test) | Chiron-o1 | F1 Score62 | 7 | 27d ago | |
| Private n=1,215 studies (test) | EchoSonar-R | F1 Score49.4 | 7 | 27d ago | |
| NIH CXR (External Baseline Reference) | FT ResNet-50 (2019) | Mass AUROC82.2 | 7 | 5mo ago |
