Polyp Segmentation on Kvasir-SEG 1.0 (test)
81mIoUUNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UNetBackbone=ResNet34, FPS=352020.11 | 81 | 87.57 | 86.22 | 94.35 | 85.97 | 96.81 | |
| DeepLabv3+Backbone=ResNet101, FPS=16.752020.11 | 78.62 | 86.43 | 85.7 | 90.64 | 85.92 | 96.08 | |
| DeepLabv3+Backbone=ResNet50, FPS=27.92020.11 | 77.59 | 85.72 | 85.45 | 89.07 | 86.16 | 96.14 | |
| HRNetBackbone=-, FPS=11.692020.11 | 75.92 | 84.46 | 84.67 | 87.78 | 85.88 | 95.24 | |
| PSPNetBackbone=ResNet50, FPS=16.82020.11 | 74.44 | 84.06 | 83.14 | 89.01 | 83.57 | 95.25 | |
| FCN8Backbone=VGG 16, FPS=24.912020.11 | 73.65 | 83.1 | 82.48 | 88.17 | 83.46 | 95.24 | |
| DoubleUNetBackbone=VGG 19, FPS=7.462020.11 | 73.32 | 81.29 | 82.07 | 86.11 | 84.02 | 94.89 | |
| ColonSegNetBackbone=-, FPS=182.382020.11 | 72.39 | 82.06 | 82.06 | 84.35 | 84.96 | 94.93 | |
| ResUNet++Backbone=-, FPS=7.012020.11 | 61.26 | 71.43 | 71.98 | 78.36 | 74.19 | 91.72 | |
| ResUNetBackbone=-, FPS=14.822020.11 | 57.21 | 69.02 | 69.86 | 74.54 | 72.48 | 91.69 | |
| UNetBackbone=-, FPS=11.012020.11 | 47.13 | 59.69 | 59.8 | 67.22 | 61.71 | 89.36 |