Polyp Segmentation on ColonDB (Unseen)
85.9mDiceSAM-MaGuP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAM-MaGuP2025.07 | 85.9 | 78.5 | 86.2 | 1.7 | |
| SAM-Mamba2025.07 | 85.3 | 77.1 | 85.6 | 1.7 | |
| Polyp-Mamba2025.07 | 82.9 | 74.3 | 81.5 | 2.7 | |
| CTNet2025.07 | 81.3 | 73.4 | 80.1 | 2.7 | |
| MEGANet2025.07 | 79.3 | 71.4 | 77.9 | 4 | |
| PVT-Cascade2025.07 | 78.1 | 71 | 77.9 | 3.1 | |
| MSNet2025.07 | 75.5 | 67.8 | 73.7 | 4.1 | |
| CFA-Net2025.07 | 74.3 | 66.5 | 72.8 | 3.9 | |
| PraNet2025.07 | 70.9 | 64 | 69.6 | 4.5 | |
| U-Net2025.07 | 51.2 | 44.4 | 49.8 | 6.1 | |
| U-Net++2025.07 | 48.3 | 41 | 46.7 | 6.4 | |
| SFA2025.07 | 46.9 | 34.7 | 37.9 | 9.4 |