Image Polyp Segmentation on ColonDB
75.8mDiceM2SNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M2SNetBackbone=R2-502023.03 | 75.8 | 68.5 | 73.7 | 84.2 | — | 3.8 | |
| MSNetBackbone=R2-502023.03 | 75.5 | 67.8 | 73.7 | 83.6 | — | 4.1 | |
| TransUnetBackbone=R-50 + ViT-B162023.03 | 71.7 | 64.5 | 68.5 | 82.4 | — | 4.4 | |
| PraNetBackbone=R2-502023.03 | 71.6 | 64.5 | 69.9 | 82 | — | 4.3 | |
| UTNetBackbone=R-50 + ViT-B162023.03 | 67.6 | 60 | 65.6 | 79.9 | — | 4.1 | |
| U-NetBackbone=R2-502023.03 | 51.9 | 44.9 | 49.8 | 71.1 | — | 6.1 | |
| U-Net++Backbone=R2-502023.03 | 49 | 41.3 | 46.7 | 69.1 | — | 6.4 | |
| SFABackbone=R2-502023.03 | 46.7 | 35.1 | 37.9 | 63.4 | — | 9.4 | |
| Atten-UNetBackbone=R2-502023.03 | 46.6 | 38.5 | 43.1 | 67 | — | 7.1 |