Prostate Segmentation on PROMISE Prostate Baseline (evaluated folds)
89.8Dice CoefficientMNet (Original [3])
Evaluation Results
| Method | Links | |
|---|---|---|
| MNet (Original [3])#Params (M)=8.77, Epochs=5002026.06 | 89.8 | |
| nnU-Net (Original [3])2026.06 | 89.5 | |
| MNet + Spatial Gate#Params (M)=8.77, Epochs=150, CV Folds=3 (80/20)2026.06 | 89.2 | |
| MNet (Original)#Params (M)=8.77, Epochs=150, CV Folds=3 (80/20)2026.06 | 89.1 | |
| MNet (Ours)#Params (M)=8.77, Epochs=150, CV Folds=3 (80/20)2026.06 | 89 | |
| MNet + (SG + VM)#Params (M)=7.42, Epochs=150, CV Folds=3 (80/20)2026.06 | 89 | |
| MNet + VMamba#Params (M)=7.42, Epochs=150, CV Folds=3 (80/20)2026.06 | 88.9 | |
| 3D U-Net (Original [3])2026.06 | 85.6 |