Table 1 Performance comparison of different models on external datasets
From: PAM: a propagation-based model for segmenting any 3D objects across multi-modal medical images
Methods | DSC ↑ | Sensitivity ↑ | Specificity ↑ | HD95 ↓ | NSD ↑ | ADS ↓ |
|---|---|---|---|---|---|---|
MedSAM18 | 0.515 ± 0.156 | 0.567 ± 0.240 | 0.994 ± 0.007 | 27.951 ± 39.774 | 0.526 ± 0.263 | 6.383 ± 9.007 |
SegVol41 | 0.590 ± 0.218 | 0.587 ± 0.229 | 0.997 ± 0.004 | 15.457 ± 19.783 | 0.482 ± 0.195 | 4.255 ± 5.377 |
PAM-2DBox | 0.740 ± 0.120 | 0.738 ± 0.115 | 0.998 ± 0.002 | 8.937 ± 5.767 | 0.709 ± 0.135 | 1.815 ± 1.058 |
PAM-2DMask | 0.785 ± 0.098 | 0.845 ± 0.100 | 0.997 ± 0.004 | 7.669 ± 5.992 | 0.774 ± 0.101 | 1.463 ± 0.897 |