Polyp Segmentation on CVC-ClinicDB 12 (test)
98.83AccuracyM3FPolySegNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| M3FPolySegNetParameters=22.39M2023.10 | 98.83 | 89.37 | 90.15 | 90.62 | 85.07 | |
| CENetParameters=29.00M2023.10 | 98.45 | 88.54 | 86.99 | 92.49 | 83.7 | |
| U-Net++Parameters=36.63M2023.10 | 98.27 | 88.17 | 88.97 | 91.57 | 82.57 | |
| PraNetParameters=32.55M2023.10 | 97.97 | 87.48 | 86.54 | 92.44 | 82.48 | |
| U-NetParameters=34.53M2023.10 | 97.92 | 85.85 | 86.35 | 89.62 | 79.85 | |
| DeepLabV3+Parameters=59.34M2023.10 | 97.91 | 83.73 | 87.36 | 83.06 | 78.44 | |
| FCN8sParameters=18.64M2023.10 | 97.23 | 80.15 | 81.75 | 82.99 | 72.85 | |
| ResU-Net++Parameters=14.48M2023.10 | 96.84 | 76.43 | 79.07 | 79.48 | 70.26 | |
| SegNetParameters=16.50M2023.10 | 96.31 | 57.87 | 68.62 | 57.07 | 54.84 | |
| ResU-NetParameters=10.81M2023.10 | 95.22 | 78.12 | 75.63 | 87.2 | 70.22 |