Polyp Segmentation on Kvasir-SEG 30 (test)
90.7DSCMADGNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MADGNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 90.7 | 85.3 | 89.9 | 85.6 | 94.7 | 3.1 | |
| M2SNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 90.2 | 85.1 | 89.4 | 85.6 | 94.6 | 2.8 | |
| CENetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 89.5 | 83.9 | 88.9 | 85.3 | 94.1 | 3 | |
| FRCUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 88.8 | 83.5 | 88.4 | 85.1 | 93.6 | 3.3 | |
| HiFormerTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 88.1 | 82.3 | 87.3 | 84.6 | 93.9 | 3.1 | |
| TransUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 86.4 | 81.3 | 85.4 | 83 | 92.1 | 4 | |
| MSRFNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 86.1 | 79.3 | 84.9 | 82.8 | 92 | 4 | |
| UNet++Train Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 84.3 | 77.4 | 83.1 | 82.1 | 90.5 | 4.6 | |
| AttUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 83.9 | 77.1 | 83.1 | 81.9 | 90 | 4.4 | |
| DCSAUNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 82.6 | 75.2 | 80.7 | 81.3 | 90.1 | 4.9 | |
| UNetTrain Dataset=CVC-ClinicDB + Kvasir-SEG2024.05 | 80.5 | 72.6 | 78.2 | 79.9 | 88.2 | 5.2 |