Polyp Segmentation on Kvasir-SEG Seen (test)
94.7DiceSAM-MaGuP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAM-MaGuP2025.07 | 94.7 | 89 | 95.1 | 94.2 | 98.1 | 1.6 | |
| Polyp-Mamba2025.07 | 94 | 88.1 | 94.2 | 93.5 | 98.3 | 1.6 | |
| SAM-Mamba2025.07 | 92.4 | 87.3 | 94.2 | 93.6 | 96.1 | 2.5 | |
| CTNet2025.07 | 91.7 | 86.3 | 91 | 92.8 | 95.9 | 2.3 | |
| CFA-Net2025.07 | 91.5 | 86.1 | 90.3 | 92.4 | 96.2 | 2.3 | |
| MEGANet2025.07 | 91.3 | 86.3 | 90.7 | 91.8 | 95.9 | 2.5 | |
| PVT-Cascade2025.07 | 91.1 | 86.3 | 90.6 | 91.9 | 96.1 | 2.5 | |
| MSNet2025.07 | 90.7 | 86.2 | 89.3 | 92.2 | 94.4 | 2.8 | |
| PraNet2025.07 | 89.8 | 84 | 88.5 | 91.5 | 94.8 | 3 | |
| U-Net++2025.07 | 82.1 | 74.3 | 80.8 | 86.2 | 91 | 4.8 | |
| U-Net2025.07 | 81.8 | 74.6 | 79.4 | 85.8 | 89.3 | 5.5 | |
| SFA2025.07 | 72.3 | 61.1 | 67 | 78.2 | 84.9 | 7.5 |