Polyp Segmentation on CVC-Clinic (test)
77.1mDiceAG-CUResNeSt-101
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AG-CUResNeSt-101Backbone=ResNeSt-101, Training Dataset=CVC-Colon2021.05 | 77.1 | 68.6 | 79.3 | 83 | |
| PraNetTraining Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 73.8 | 64.7 | 75.1 | 83.2 | |
| HarDNet-MSEGTraining Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 72.1 | 63.3 | 74.4 | 81.8 | |
| ResNet101-Mask-RCNNBackbone=ResNet-101, Training Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 64.1 | 56.5 | 64.6 | 72.5 | |
| ResNet50-Mask-RCNNBackbone=ResNet-50, Training Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 63.9 | 56 | 64.8 | 71 | |
| ColonSegNetTraining Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 58.2 | 26.8 | 51.1 | 46 | |
| DDANetTraining Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 47.6 | 37 | 50.1 | 64.4 | |
| DoubleUNetTraining Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 44.1 | 37.5 | 42.3 | 63.9 | |
| ResUNet++Training Dataset=CVC-Colon, Retrained with original configurations=true2021.05 | 33.9 | 24.7 | 38 | 48.4 |