Polyp Segmentation on CVC-ClinicDB 5 (test)
93.9DSCMADGNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MADGNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 93.9 | 89.5 | 93.6 | 92.2 | 98.5 | 0.7 | |
| M2SNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 92.8 | 88.2 | 92.3 | 91.4 | 97.7 | 0.7 | |
| FRCUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 91.8 | 87 | 91.3 | 91.1 | 97.1 | 0.7 | |
| CENetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 89.3 | 84 | 89.1 | 89.8 | 96 | 1.1 | |
| HiFormerTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 89.1 | 83.7 | 88.8 | 89.5 | 96.1 | 1.1 | |
| TransUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 87.4 | 82.9 | 87.2 | 88.5 | 95.2 | 1.3 | |
| MSRFNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 83.2 | 76.5 | 81.9 | 86.4 | 91.3 | 1.7 | |
| DCSAUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 80.5 | 73.7 | 79.6 | 84.9 | 89.9 | 2.4 | |
| AttUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 80.1 | 74.2 | 79.8 | 85.1 | 88.5 | 2.1 | |
| UNet++Train Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 79.7 | 73.6 | 79.4 | 85.1 | 88.3 | 2.2 | |
| UNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 76.5 | 69.1 | 75.1 | 83 | 86.4 | 2.7 |