Computational Efficiency on Volumetric Data
3Encoder Time (ms)FastSAM3D
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FastSAM3DDim=3D, Resolution=128 × 128 × 1282024.03 | 3 | 21.9 | 0.78 | 5 | 2.8 | 0.71 | 527.38 | 8.75 | |
| SAM-Med3DDim=3D, Resolution=128 × 128 × 1282024.03 | 70 | 89.5 | 6.58 | 20 | 2.8 | 5.53 | 60.27 | 1 | |
| MobileSAMDim=2D, Resolution=1024 × 10242024.03 | 584 | 36.7 | 5.48 | 233 | 3 | 5.27 | 5.16 | — | |
| TinySAMDim=2D, Resolution=1024 × 10242024.03 | 609 | 36.7 | 5.48 | 246 | 3 | 5.27 | 4.93 | — | |
| SAM-Med2DDim=2D, Resolution=256 × 2562024.03 | 1,063 | 32 | 6.32 | 216 | 0.21 | 5.55 | 3.3 | — | |
| SAMDim=2D, Resolution=1024 × 10242024.03 | 3,980 | 369 | 7.87 | 239 | 3 | 5.57 | 1 | — | |
| MedSAMDim=2D, Resolution=1024 × 10242024.03 | 3,983 | 369 | 7.87 | 241 | 2.9 | 5.57 | 1 | — |