Amos
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | AMOS 5% labeled | Mean Dice76.5 | 29 | |
| Medical Image Segmentation | AMOS (test) | DSC84.5 | 19 | |
| Abdominal Organ Segmentation | AMOS CT 2020 (test) | Liver Dice Score93.4 | 16 | |
| Abdominal Organ Segmentation | AMOS MRI 2020 (test) | Liver DSC0.9187 | 16 | |
| Medical Image Segmentation | Amos 22 (test) | DSC89.06 | 16 | |
| Segmentation | AMOS | 1-shot Score65.18 | 13 | |
| 3D Medical Image Segmentation | AMOS-CT (val) | mDice90.5 | 13 | |
| Medical Image Segmentation | AMOS-MRI (test) | mDice87.8 | 13 | |
| Medical Image Segmentation | AMOS | Spleen Score97.1 | 10 | |
| Abdominal Organ Segmentation | AMOS | Dice (1pt)28.9 | 7 | |
| Interactive Segmentation | AMOS 22 44 (val) | Median Dice (Aorta)92.73 | 6 | |
| Medical Image Segmentation | AMOS MRI | Dice Coefficient0.8027 | 5 | |
| Medical Image Segmentation | AMOS CT | Dice Coefficient85.16 | 5 | |
| Medical Image Segmentation | AMOS-CT (val) | mDice90.1 | 5 | |
| Multimodal Medical Image Segmentation | AMOS CT+MRI | Liver95.59 | 5 | |
| Multimodal Medical Image Segmentation | AMOS CT | Liver Score95.59 | 5 | |
| Multi-organ abdominal segmentation | AMOS CT 22 | Avg Dice Score87.44 | 3 | |
| Semantic Segmentation | AMOS22 (val) | DSC91.77 | 1 | |
| Abdominal Organ Segmentation | AMOS (test) | Dice (1pt)- | 0 |
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