Colon Polyp Segmentation on Kvasir (5-fold cross-validation)
92.6Dice ScoreUGCANet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UGCANetProtocol=5-fold cross-validation2023.07 | 92.6 | 87.4 | 93.3 | 93.4 | |
| ColonFormer-SModel variant=Small2022.05 | 92.4 | 87.5 | 94.1 | 92.7 | |
| ColonFormer-SProtocol=5-fold cross-validation2023.07 | 92.4 | 87.5 | 94.1 | 92.7 | |
| ColonFormer-LModel variant=Large2022.05 | 91.7 | 86.5 | 93.2 | 92.6 | |
| ColonFormer-LProtocol=5-fold cross-validation2023.07 | 91.7 | 86.5 | 93.2 | 92.6 | |
| HarDNet-MSEG2022.05 | 88.9 | 83.1 | 89.2 | 92.6 | |
| HarDNet-MSEGProtocol=5-fold cross-validation2023.07 | 88.9 | 83.1 | 89.2 | 92.6 | |
| PraNet2022.05 | 88.3 | 82.2 | 89.7 | 90.6 | |
| PraNetProtocol=5-fold cross-validation2023.07 | 88.3 | 82.2 | 89.7 | 90.6 | |
| DoubleUNet2022.05 | 87.9 | 81.6 | 90.2 | 89.4 | |
| DoubleUNetProtocol=5-fold cross-validation2023.07 | 87.9 | 81.6 | 90.2 | 89.4 | |
| DDANet2022.05 | 86 | 79.1 | 87.6 | 89.2 | |
| DDANetProtocol=5-fold cross-validation2023.07 | 86 | 79.1 | 87.6 | 89.2 | |
| ResUNet++2022.05 | 78 | 68.1 | 83.4 | 79.9 | |
| ResUNet++Protocol=5-fold cross-validation2023.07 | 78 | 68.1 | 83.4 | 79.9 | |
| UNet2022.05 | 70.8 | 60.2 | 80.5 | 71.6 | |
| ColonSegNet2022.05 | 67.6 | 55.7 | 73.1 | 73 | |
| ColonSegNetProtocol=5-fold cross-validation2023.07 | 67.6 | 55.7 | 73.1 | 73 |