Lesion Segmentation on PAS
72.8Dice3DSAMba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 3DSAMbaParams(M)=64.68, Time(s)=0.2422026.05 | 72.8 | 58 | |
| SegMambaParams(M)=8.44, Time(s)=0.0702026.05 | 64.7 | 51.8 | |
| SwinUNETRParams(M)=62.19, Time(s)=0.1552026.05 | 62.5 | 47.8 | |
| CoTrParams(M)=46.51, Time(s)=0.1242026.05 | 61.6 | 45.7 | |
| UNETRParams(M)=92.58, Time(s)=0.0782026.05 | 61.1 | 44.6 | |
| TransUNetParams(M)=96.07, Time(s)=0.1742026.05 | 59.7 | 43 | |
| nnUNetParams(M)=19.07, Time(s)=0.0662026.05 | 57 | 41.9 | |
| 3D UNetParams(M)=18.16, Time(s)=0.0652026.05 | 56.1 | 41.5 | |
| 3DSAM-AdaParams(M)=13.78, Time(s)=0.1302026.05 | 52.5 | 39 | |
| U-MambaParams(M)=7.50, Time(s)=0.1302026.05 | 49.5 | 33.4 | |
| AP-SAMParams(M)=24.14, Time(s)=0.1482026.05 | 47.8 | 35.5 |