Polyp Segmentation on CVC-ClinicDB cross-dataset models trained on Kvasir-SEG (test)
79.21DSCMSRF-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MSRF-NetParameters=18.38M, FPS=10.942021.05 | 79.21 | 64.98 | 90.01 | 70 | |
| HRNetV2-W48Parameters=65.84M, FPS=29.242021.05 | 79.01 | 69.53 | 87.96 | 76.94 | |
| PraNetParameters=32.54M, FPS=30.912021.05 | 72.25 | 63.28 | 75.31 | 78.88 | |
| U-NetParameters=7.11M, FPS=24.152021.05 | 71.72 | 61.33 | 72.55 | 79.86 | |
| ColonSegNetParameters=5.01M, FPS=17.012021.05 | 68.95 | 58.13 | 78.62 | 71.77 | |
| Deeplabv3+ (Xception)Parameters=41.25M, FPS=27.242021.05 | 65.09 | 53.85 | 62.51 | 79.47 | |
| ResUNet++ + CRFParameters=4.02M, FPS=80.312021.05 | 65.02 | 74.17 | 70.47 | 62.77 | |
| HRNetV2-W18-Smallv2Parameters=26.20M, FPS=57.322021.05 | 64.28 | 55.13 | 68.11 | 72.53 | |
| Deeplabv3+ (Mobilenet)Parameters=2.10M, FPS=73.642021.05 | 63.03 | 48.25 | 59.57 | 71.73 | |
| UACANet-SParameters=26.90M, FPS=32.612021.05 | 56.83 | 49.07 | 57.92 | 70.95 | |
| UACANet-LParameters=69.15M, FPS=32.22021.05 | 55.89 | 48.49 | 58 | 67.75 | |
| ResUNet++Parameters=4.07M, FPS=8.842021.05 | 55.6 | 45.42 | 57.95 | 67.75 | |
| U-Net++Parameters=9.04M, FPS=21.182021.05 | 42.65 | 33.45 | 39.39 | 68.94 |