Organ Segmentation on PET images
93.42Liver DSC (%)SegAnyPET
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SegAnyPETPrompt=5 points2025.02 | 93.42 | 90.39 | 91.24 | 88.95 | 91.22 | 91.05 | |
| SegAnyPETPrompt=3 points2025.02 | 93.36 | 90.25 | 90.95 | 88.86 | 91.1 | 90.9 | |
| nnUNetPrompt=Auto2025.02 | 93.16 | 90.12 | 86.6 | 90.96 | 88.32 | 89.83 | |
| STUNetPrompt=Auto2025.02 | 93.15 | 90.11 | 85.6 | 90.38 | 88.83 | 89.61 | |
| SegAnyPETPrompt=1 point2025.02 | 93.06 | 89.84 | 90.61 | 88.29 | 90.67 | 90.49 | |
| SwinUNETRPrompt=Auto2025.02 | 93.03 | 89.23 | 83.62 | 89.03 | 87.93 | 88.57 | |
| SegResNetPrompt=Auto2025.02 | 92.28 | 85.56 | 82.94 | 88.21 | 86.55 | 87.11 | |
| SAM-Med3D-turboPrompt=5 points2025.02 | 85.56 | 76.74 | 78.08 | 76.16 | 75.2 | 78.35 | |
| SAM-Med3D-organPrompt=5 points2025.02 | 85.52 | 49.56 | 54.4 | 76.3 | 75.13 | 68.18 | |
| SAM-Med3D-organPrompt=3 points2025.02 | 84.82 | 47.33 | 48.57 | 75.85 | 74.6 | 66.23 | |
| SAM-Med3D-turboPrompt=3 points2025.02 | 84.11 | 74.05 | 76.17 | 75.24 | 73.34 | 76.58 | |
| SAM-Med3D-organPrompt=1 point2025.02 | 80.25 | 44.7 | 35.76 | 74 | 69.23 | 60.79 | |
| SAM-Med3D-turboPrompt=1 point2025.02 | 79.46 | 66.95 | 72.81 | 73.03 | 68.19 | 72.09 | |
| SAM-Med3DPrompt=3 points2025.02 | 62.15 | 28.21 | 31.19 | 61.44 | 27.07 | 42.01 | |
| SAM-Med3DPrompt=5 points2025.02 | 61.05 | 31.05 | 31.98 | 61.88 | 29.75 | 43.14 | |
| SAMPrompt=5N points2025.02 | 54.49 | 47.16 | 37.42 | 42.19 | 18.79 | 40.01 | |
| SAM-Med3DPrompt=1 point2025.02 | 51.63 | 21.01 | 19.17 | 60.11 | 25.41 | 35.46 | |
| SAMPrompt=3N points2025.02 | 43.85 | 23.21 | 22.16 | 29.09 | 11.83 | 26.03 | |
| MedSAMPrompt=5N points2025.02 | 36.53 | 37.53 | 39.22 | 24.71 | 41.3 | 35.86 | |
| MedSAMPrompt=3N points2025.02 | 26.59 | 28.86 | 28.98 | 18.82 | 32.96 | 27.24 | |
| SAMPrompt=N points2025.02 | 26.55 | 9.38 | 9.1 | 14.44 | 6.3 | 13.15 | |
| MedSAMPrompt=N points2025.02 | 0.25 | 0.19 | 1.32 | 0.27 | 0.27 | 0.46 |