Polyp Segmentation on Kvasir-SEG trained on CVC-ClinicDB (test)
0.7575DSCMSRF-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MSRF-NetParameters=18.38M, FPS=16.242021.05 | 0.7575 | 0.6337 | 0.7197 | 0.8414 | |
| HRNetV2-W48Parameters=65.84M, FPS=29.82021.05 | 0.7404 | 0.6233 | 0.7293 | 0.8511 | |
| UACANet-LParameters=69.15M, FPS=32.732021.05 | 0.7312 | 0.6383 | 0.7417 | 0.8314 | |
| PraNetParameters=32.54M, FPS=49.612021.05 | 0.7293 | 0.6262 | 0.8007 | 0.7623 | |
| HRNetV2-W18-Smallv2Parameters=26.20M, FPS=57.892021.05 | 0.7012 | 0.6009 | 0.7184 | 0.7666 | |
| UACANet-SParameters=26.90M, FPS=32.892021.05 | 0.6945 | 0.5894 | 0.7692 | 0.7377 | |
| Deeplabv3+ (Xception)Parameters=41.25M, FPS=39.622021.05 | 0.6746 | 0.5327 | 0.7757 | 0.6296 | |
| Deeplabv3+ (Mobilenet)Parameters=2.10M, FPS=78.632021.05 | 0.6474 | 0.5098 | 0.6632 | 0.6878 | |
| ColonSegNetParameters=5.01M, FPS=7.922021.05 | 0.6324 | 0.5183 | 0.6112 | 0.7897 | |
| U-NetParameters=7.11M, FPS=35.182021.05 | 0.6222 | 0.4588 | 0.5129 | 0.8133 | |
| U-Net++Parameters=9.04M, FPS=16.852021.05 | 0.5926 | 0.4564 | 0.7352 | 0.5462 | |
| ResUNet++Parameters=4.07M, FPS=25.862021.05 | 0.5147 | 0.4082 | 0.7181 | 0.486 | |
| ResUNet++ + CRFParameters=4.02M, FPS=46.982021.05 | 0.42 | 0.6096 | 0.3782 | 0.6711 |