Polyp Segmentation on BKAI-IGH 27
91.54DSCTransResU-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TransResU-NetBackbone=ResNet50, FPS=42.092022.06 | 91.54 | 85.68 | 91.42 | 92.99 | 99.38 | 91.29 | |
| DeepLabV3+Backbone=ResNet50, FPS=99.162022.06 | 89.37 | 83.14 | 88.7 | 93.33 | 99.37 | 88.82 | |
| U-NetBackbone=-, FPS=160.272022.06 | 82.86 | 75.99 | 82.95 | 89.99 | 99.03 | 82.64 | |
| U-Net++Backbone=-, FPS=123.452022.06 | 82.75 | 75.63 | 83.88 | 89.42 | 98.95 | 83.08 | |
| ColonSegNetBackbone=-, FPS=122.422022.06 | 77.48 | 68.81 | 78.52 | 87.11 | 98.43 | 77.46 | |
| HarDNet-MSEGBackbone=-, FPS=41.22022.06 | 76.27 | 67.34 | 75.32 | 83.44 | 98.63 | 75.28 | |
| ResU-NetBackbone=-, FPS=197.942022.06 | 74.33 | 65.8 | 74.47 | 87.11 | 98.43 | 73.87 | |
| DDANetBackbone=-, FPS=86.462022.06 | 72.69 | 65.07 | 74.54 | 75.75 | 98.51 | 73.35 | |
| ResU-Net++Backbone=-, FPS=55.862022.06 | 71.3 | 62.8 | 72.4 | 85.78 | 98.32 | 71.32 |