Colon Polyp Segmentation on ETIS-Larib (test)
0.822mDiceUGCANet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UGCANetNote=Averaged over 5 runs2023.07 | 0.822 | 0.744 | — | — | |
| UGCANetTrain set=CVC-ClinicDB2023.07 | 0.803 | 0.722 | 0.905 | 0.766 | |
| ColonFormer-LVariant=Large2023.07 | 0.801 | 0.722 | — | — | |
| ColonFormer-SVariant=Small2023.07 | 0.789 | 0.711 | — | — | |
| ColonFormer-LTrain set=CVC-ClinicDB2023.07 | 0.76 | 0.673 | 0.859 | 0.734 | |
| CaraNet2023.07 | 0.747 | 0.672 | — | — | |
| TransFuse-L*Variant=Large2023.07 | 0.737 | 0.663 | — | — | |
| TransUNet2023.07 | 0.731 | 0.66 | — | — | |
| ColonFormer-STrain set=CVC-ClinicDB2023.07 | 0.723 | 0.635 | 0.797 | 0.731 | |
| HarDNet-MSEG2023.07 | 0.677 | 0.613 | — | — | |
| HarDNet-MSEGTrain set=CVC-ClinicDB2023.07 | 0.659 | 0.583 | 0.676 | 0.705 | |
| PraNetTrain set=CVC-ClinicDB2023.07 | 0.631 | 0.555 | 0.762 | 0.597 | |
| PraNet2023.07 | 0.628 | 0.567 | — | — | |
| DoubleUNetTrain set=CVC-ClinicDB2023.07 | 0.588 | 0.5 | 0.689 | 0.599 | |
| UNet++2023.07 | 0.401 | 0.344 | — | — | |
| DDANetTrain set=CVC-ClinicDB2023.07 | 0.4 | 0.313 | 0.507 | 0.464 | |
| UNet2023.07 | 0.398 | 0.335 | — | — | |
| ColonSegNetTrain set=CVC-ClinicDB2023.07 | 0.217 | 0.11 | 0.654 | 0.144 | |
| ResUNet++Train set=CVC-ClinicDB2023.07 | 0.211 | 0.155 | 0.309 | 0.203 |