Interactive Segmentation on AMOS 22 44 (val)
92.73Median Dice (Aorta)SegVol
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SegVolPrompt type=Bounding box and text prompt, Input dimension=3D2023.11 | 92.73 | 91.2 | 74.02 | 74.6 | 87.63 | 72.95 | 94.89 | 96.41 | 82.95 | 83.84 | 85.57 | 69.94 | 95.05 | 95.89 | 91.23 | 85.93 | |
| SAM-MED2DInput dimension=2D2023.11 | 87.04 | 84.17 | 50.66 | 55 | 79.99 | 50.68 | 93.25 | 69.04 | 56.56 | 44.36 | 75.18 | 16.81 | 90.77 | 92.67 | 53.99 | 66.68 | |
| SAM-MED3DInput dimension=3D2023.11 | 81.02 | 43.38 | 38.2 | 51.74 | 56.43 | 45.84 | 87.23 | 88.01 | 53.91 | 66.83 | 62.31 | 37.08 | 86.32 | 85.91 | 45.76 | 62 | |
| SAM(Point)Prompt type=Point, Input dimension=2D2023.11 | 72.67 | 41.62 | 15.54 | 29.17 | 28.31 | 5.55 | 84.05 | 74.77 | 21.27 | 20.42 | 23.44 | 4.52 | 84.59 | 59.36 | 42.29 | 40.5 | |
| SAM(Bbox)Prompt type=Bounding Box, Input dimension=2D2023.11 | 43.62 | 62.81 | 31.92 | 35.41 | 61.61 | 42.22 | 82.74 | 51.24 | 33.92 | 52.51 | 69.86 | 36.42 | 82.15 | 65.36 | 38.83 | 52.71 | |
| MedSAMInput dimension=2D2023.11 | 33.87 | 67.99 | 30.66 | 36.1 | 66.09 | 37.66 | 79.09 | 61.37 | 32.17 | 52.11 | 77.39 | 38.55 | 78.51 | 70.38 | 43.78 | 53.71 |