Tumor Segmentation on LiTS Tumor Baseline (evaluated folds)
66.3Dice ScoreMNet (Original [3])
Evaluation Results
| Method | Links | |
|---|---|---|
| MNet (Original [3])#Params (M)=8.77, Epochs=5002026.06 | 66.3 | |
| nnU-Net (Original [3])2026.06 | 62 | |
| MNet + VMamba#Params (M)=7.42, Epochs=150, CV Folds=3 (80/20)2026.06 | 55 | |
| MNet (Ours)#Params (M)=8.77, Epochs=150, CV Folds=3 (80/20)2026.06 | 54.6 | |
| MNet + (SG + VM)#Params (M)=7.42, Epochs=150, CV Folds=3 (80/20)2026.06 | 53.7 | |
| MNet + Spatial Gate#Params (M)=8.77, Epochs=150, CV Folds=3 (80/20)2026.06 | 52.7 | |
| MNet (Original)#Params (M)=8.77, Epochs=150, CV Folds=3 (80/20)2026.06 | 52.1 | |
| 3D U-Net (Original [3])2026.06 | 51 |