| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Abdominal CT to MRI | DSC (Liver)91.06 | 26 | 5d ago | ||
| Abdominal MRI to CT | DSC (LIV)91.44 | 26 | 5d ago | ||
| BTCV (val) | Teacher | Mean Dice85.64 | 17 | 1mo ago | |
| AMOS CT 2020 (test) | FedGIN | Liver Dice Score93.4 | 16 | 1mo ago | |
| AMOS MRI 2020 (test) | GIN | Liver DSC0.9187 | 16 | 1mo ago | |
| WORD (test) | CS-MUNet | mDice94.47 | 10 | 27d ago | |
| UW-Madison GI Tract (test) | CS-MUNet | mDice86.16 | 10 | 27d ago | |
| FLARE 23 | GF-Screen | Duration28 | 10 | 1mo ago | |
| AMOS | SAM-Med3D | Dice (1pt)28.9 | 7 | 1mo ago | |
| Curated 8-source Abdominal Organ Dataset (AbCT-1K, AMOS, BTCV, FLARE22, NIH-Pan, TotalSeg, WORD, Urogram) (test) | model self-disambiguation | DSC88.7 | 6 | 1mo ago | |
| CHAOS MRI (5-fold cross-validation) | BiO-Net | Liver mIoU85.8 | 6 | 1mo ago | |
| TotalSegmentator (train test) | PIVM | Hausdorff Distance (HD)43.16 | 3 | 25d ago | |
| Abdominal CT | Supervised (CSDG) | Dice Score89.74 | 3 | 1mo ago | |
| BTCV | CLIPSeg + Temporal | Mean Dice54.4 | 2 | 9d ago | |
| FLARE 22 (test) | CLIPSeg + Temporal | Mean Dice70.4 | 2 | 9d ago | |
| AMOS (test) | - | Dice (1pt)- | 0 | 1mo ago |
