Colon Polyp Segmentation on CVC-ClinicDB (5-fold cross-val)
90.7mIoUUGCANet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UGCANetProtocol=5-fold cross-validation2023.07 | 90.7 | 95 | 95.9 | 94.7 | |
| ColonFormer-SModel variant=Small2022.05 | 90.4 | 94.8 | 95.8 | 94.1 | |
| ColonFormer-SProtocol=5-fold cross-validation2023.07 | 90.4 | 94.8 | 95.8 | 94.1 | |
| ColonFormer-LModel variant=Large2022.05 | 90.3 | 94.7 | 95.6 | 94.2 | |
| ColonFormer-LProtocol=5-fold cross-validation2023.07 | 90.3 | 94.7 | 95.6 | 94.2 | |
| PraNet2022.05 | 88.4 | 93.3 | 94 | 93.7 | |
| PraNetProtocol=5-fold cross-validation2023.07 | 88.4 | 93.3 | 94 | 93.7 | |
| ColonSegNet2022.05 | 87.3 | 81.7 | 92.6 | 93.3 | |
| HarDNet-MSEG2022.05 | 87.3 | 92.3 | 92.6 | 93.3 | |
| ColonSegNetProtocol=5-fold cross-validation2023.07 | 87.3 | 81.7 | 92.6 | 93.3 | |
| HarDNet-MSEGProtocol=5-fold cross-validation2023.07 | 87.3 | 92.3 | 92.6 | 93.3 | |
| DoubleUNet2022.05 | 86.6 | 92 | 92.2 | 92.8 | |
| DoubleUNetProtocol=5-fold cross-validation2023.07 | 86.6 | 92 | 92.2 | 92.8 | |
| MultiResUNet2022.05 | 84.9 | — | — | — | |
| UNet2022.05 | 79.2 | — | — | — | |
| DDANet2022.05 | 78.6 | 86 | 85.8 | 89.2 | |
| DDANetProtocol=5-fold cross-validation2023.07 | 78.6 | 86 | 85.8 | 89.2 | |
| ResUNet++2022.05 | 73.6 | 81.5 | 83.2 | 83 | |
| ResUNet++Protocol=5-fold cross-validation2023.07 | 73.6 | 81.5 | 83.2 | 83 |