| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MSWAL | Mednext | DSC60.27 | 56 | 1mo ago | |
| LA dataset | Dice91.88 | 42 | 24d ago | ||
| MMWHS MRI | PCg | Dice70.8 | 24 | 1mo ago | |
| MMWHS CT | PCg | Dice Score0.765 | 24 | 1mo ago | |
| LIDC | PCg | Dice Coefficient74.4 | 24 | 1mo ago | |
| Pancreas 1.0 (10% labeled data) | AD-MT | Dice Coefficient0.8021 | 17 | 1mo ago | |
| Left Atrium | Swin-UNetR | Dice94.8 | 16 | 1mo ago | |
| AMOS-CT (val) | mDice90.5 | 13 | 1mo ago | ||
| BraTS | Average Score86.4 | 12 | 1mo ago | ||
| Volumetric Medical Images | RefineFormer3D | Params (M)2.94 | 11 | 1mo ago | |
| Pancreas 1.0 (20% labeled data) | BCP | Dice82.91 | 11 | 1mo ago | |
| LA 4 labeled scans 5% ratio v1 | CAML | Dice87.34 | 11 | 1mo ago | |
| BCV (test) | ASPP | Sensitivity (Sp)96.5 | 11 | 1mo ago | |
| WORD 150 CT scans (test) | NMSW | DSC86.3 | 11 | 1mo ago | |
| Prostate Multi-site collection (test) | DropGen | Mean Dice84.7 | 10 | 13d ago | |
| PanDG Out-of-phase scans (test) | GIN+IPA | Mean Dice50.3 | 10 | 13d ago | |
| HVSMR (test) | RSC | Mean Dice66.2 | 10 | 13d ago | |
| TopCoW MR angiography (MRA) (test) | DropGen | Mean Dice47.8 | 10 | 13d ago | |
| MSD-BraTS FLAIR MRI (test) | DropGen | Mean Dice Score46.2 | 10 | 13d ago | |
| External Dataset | RegFreeNet | Dice Coefficient0.3187 | 10 | 1mo ago | |
| SUGH | RegFreeNet | Dice47.22 | 10 | 1mo ago | |
| ACDC | UNet++ | Dice (RV)89.8 | 10 | 1mo ago | |
| Sliver 07 | UNETR+MAPO | Dice Coefficient0.7493 | 8 | 1mo ago | |
| Parse 2022 | DynUNet+MAPO | Dice Coefficient74.2 | 8 | 1mo ago | |
| Internal DCE-MRI n=87 (val) | TokenSeg | Dice94.49 | 8 | 1mo ago |
