Polyp Segmentation on CVC-ColonDB 57 (test)
77.5DSCMADGNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MADGNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 77.5 | 69.7 | 76.2 | 83.3 | 88 | 3.2 | |
| M2SNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 75.8 | 68.5 | 73.7 | 84.2 | 86.9 | 3.8 | |
| FRCUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 69.1 | 62.6 | 68.5 | 79.3 | 81.4 | 4 | |
| HiFormerTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 67.6 | 60.5 | 66.9 | 78.6 | 81.2 | 4.2 | |
| CENetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 65.9 | 59.2 | 65.8 | 77.7 | 79.5 | 4 | |
| TransUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 63.7 | 58.4 | 62.8 | 75.8 | 79.3 | 4.8 | |
| MSRFNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 61.5 | 54.8 | 60.8 | 75.4 | 76.1 | 4.5 | |
| DCSAUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 57.8 | 49.3 | 54.9 | 73.3 | 76 | 5.8 | |
| UNet++Train Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 57.5 | 50.2 | 56.6 | 73.3 | 73.9 | 5 | |
| UNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 56.8 | 49 | 55.9 | 72.6 | 73.9 | 5.1 | |
| AttUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 56.8 | 50 | 56.2 | 73 | 72.3 | 4.9 |