| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC CheXpert (test) | Atelectasis80.2 | 14 | 18d ago | ||
| M&Ms (Underrepresented Class) | DAA-GAN | Accuracy86 | 14 | 5mo ago | |
| NIH Source CheXpert (test) | CoWA | Atelectasis59.7 | 7 | 18d ago | |
| VinDr NIH (test) | TENT | At. Accuracy83.6 | 7 | 18d ago | |
| VinDr CheXpert (test) | CoWA | Atelectasis Accuracy82 | 7 | 18d ago | |
| ACDC (Balanced) | DAA-GAN | Accuracy91.4 | 7 | 5mo ago | |
| MIMIC-CXR | CheXthought-VLM | Accuracy59 | 6 | 2mo ago | |
| NIH ChestX-ray14 | CheXthought-VLM | Accuracy66.3 | 6 | 2mo ago | |
| NIH ChestX-ray14 and MIMIC-CXR Overall | CheXthought-VLM | Accuracy62.7 | 6 | 2mo ago | |
| PathMNIST | CLIP ViT-B/32 | Top-1 Accuracy92 | 5 | 1mo ago | |
| fastmri+ annotations Heavy motion | IM-MoCo | Accuracy0.9632 | 3 | 5mo ago | |
| fastmri+ Light motion annotations | IM-MoCo | Accuracy97.06 | 3 | 5mo ago | |
| fastmri+ annotations Motion-free | Accuracy97.16 | 1 | 5mo ago |
