| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| E-ophtha | RetSAM | EX Metric0.702 | 18 | 1mo ago | |
| BL | UniSegDiff | mDice81.9 | 18 | 1mo ago | |
| LI | UniSegDiff | mDice79.9 | 18 | 1mo ago | |
| CP | UniSegDiff | mDice89 | 18 | 1mo ago | |
| ADC | EMCAD | mDice93 | 18 | 1mo ago | |
| BT | UniSegDiff | mDice84.5 | 18 | 1mo ago | |
| WA | UniSegDiff | mDice87.1 | 18 | 1mo ago | |
| MosMedData+ (test) | DALE | Dice70.9 | 16 | 1mo ago | |
| COVID-19 lung lesion segmentation (test) | C2FVL | DSC83.4 | 16 | 1mo ago | |
| LiTS 2017 (test) | H-DenseUNet | Dice (Case-wise)72.2 | 15 | 1mo ago | |
| ComLesion-14K 1.0 (test) | CORE-Seg | Mean Dice (mDice)37.06 | 14 | 1mo ago | |
| In-house CT dataset (test) | Pixel-wise Dice77.44 | 14 | 1mo ago | ||
| TBX11K 42 | CoGaze | Dice96.56 | 12 | 19d ago | |
| RSNA 56 | CoGaze | Dice Score80.22 | 12 | 19d ago | |
| CAMELYON16 | U-Net | Dice Score48.58 | 12 | 1mo ago | |
| Skin Dermoscopy | C-Graph | DSC50.42 | 12 | 1mo ago | |
| IDRiD | MedSAM | EX Error Rate3 | 9 | 1mo ago | |
| FGADR | MedSAM | EX Error0.15 | 9 | 1mo ago | |
| DDR | MedSAM | EX Rate0.056 | 9 | 1mo ago | |
| AFB (test) | ESFPNet-S (B2) | Mean Dice0.756 | 9 | 1mo ago | |
| ATLAS (test) | Ours | DSC53.49 | 9 | 1mo ago | |
| DeepLesion (test) | Auto RECIST | Diameter Error1.7088 | 9 | 1mo ago | |
| 7T (held-out) | DICE68.29 | 8 | 16d ago | ||
| Gastrointestinal Lesion (Stomach cancer) | Dice Score89.6 | 7 | 1mo ago | ||
| Gastrointestinal Lesion Gastritis | UGCANet | Dice Score0.502 | 7 | 1mo ago |
