Interactive Segmentation on AutoPET-Organ (unseen out-of-distribution)
83.75Liver PerformanceSegAnyPET
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SegAnyPETPrompt=5 points, Zero-shot=true2025.02 | 83.75 | 77.86 | 75.25 | 71.64 | 80.84 | 22.57 | 26.73 | 41.35 | 19.14 | 43.34 | 28.69 | 39.87 | |
| SegAnyPETPrompt=3 points, Zero-shot=true2025.02 | 83.01 | 77.36 | 73.95 | 70.95 | 80.16 | 18.73 | 24.09 | 37.87 | 18.04 | 39.95 | 25.72 | 38.47 | |
| SAM-Med3DPrompt=5 points, Zero-shot=true2025.02 | 78.47 | 70.86 | 63.71 | 55.14 | 49.69 | 27.47 | 41.77 | 49.08 | 64.18 | 49.92 | 42.76 | 43.48 | |
| SegAnyPETPrompt=1 point, Zero-shot=true2025.02 | 76.7 | 75.97 | 71.56 | 67.62 | 77.97 | 16 | 13.32 | 26.67 | 10.8 | 19.08 | 16.36 | 35.93 | |
| SAM-Med3DPrompt=3 points, Zero-shot=true2025.02 | 73.44 | 71.93 | 62.57 | 53.84 | 43.59 | 24.07 | 38.05 | 47.99 | 60.23 | 48.86 | 37.04 | 43.11 | |
| SAM-Med3DPrompt=1 point, Zero-shot=true2025.02 | 59.06 | 67.64 | 54.82 | 48.91 | 37.58 | 19.79 | 32.27 | 45.18 | 51.69 | 41.31 | 28.55 | 31.52 | |
| SAMPrompt=5N points, Zero-shot=true2025.02 | 51.51 | 18.65 | 17.69 | 30.93 | 23.94 | 7.69 | 21.93 | 26.11 | 26.42 | 29.13 | 21.11 | 17.51 | |
| MedSAMPrompt=5N points, Zero-shot=true2025.02 | 48.19 | 26.78 | 33.37 | 32.15 | 32.53 | 24.24 | 22.19 | 28.52 | 23.33 | 33.74 | 30.25 | 29.71 | |
| SAMPrompt=3N points, Zero-shot=true2025.02 | 38.24 | 9.8 | 9.97 | 23.06 | 15.14 | 4 | 15.49 | 19.45 | 18.38 | 21.65 | 15.32 | 6.6 | |
| MedSAMPrompt=3N points, Zero-shot=true2025.02 | 37.18 | 22.53 | 25.82 | 29.43 | 30.52 | 23.34 | 21.81 | 26.48 | 22.18 | 29.1 | 29.52 | 23.8 | |
| SAMPrompt=N points, Zero-shot=true2025.02 | 31.02 | 6.89 | 7.08 | 18.79 | 11.05 | 2.81 | 13.16 | 16.49 | 15.18 | 18.36 | 11.94 | 3.96 | |
| MedSAMPrompt=N points, Zero-shot=true2025.02 | 3.91 | 0.63 | 1.08 | 0.78 | 0.74 | 1.53 | 2.84 | 1.65 | 1.48 | 1.7 | 3.26 | 0.96 |