Polyp Segmentation on Kvasir-SEG (880/120)
84.8mIoUHarDNet-MSEG
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HarDNet-MSEGHardware=GeForce RTX 2080 Ti, Input size=512x512, FPS=86.72021.01 | 84.8 | 90.4 | 91.5 | 90.7 | 92.3 | 96.9 | |
| U-NetBackbone=ResNet-34, Hardware=GeForce RTX 2080 Ti, FPS=352021.01 | 81 | 87.6 | 86.2 | 94.4 | 86 | 96.8 | |
| DeepLabv3+Backbone=ResNet-101, Hardware=GeForce RTX 2080 Ti, FPS=172021.01 | 78.6 | 86.4 | 85.7 | 90.6 | 85.9 | 96.1 | |
| DeepLabv3+Backbone=ResNet-50, Hardware=GeForce RTX 2080 Ti, FPS=282021.01 | 77.6 | 85.7 | 85.5 | 89.1 | 86.16 | 96.1 | |
| HRNetHardware=GeForce RTX 2080 Ti, FPS=122021.01 | 75.9 | 84.5 | 84.7 | 87.8 | 85.9 | 95.2 | |
| PSPNetHardware=GeForce RTX 2080 Ti, FPS=172021.01 | 74.4 | 84.1 | 83.1 | 89 | 83.6 | 95.3 | |
| FCN8Hardware=GeForce RTX 2080 Ti, FPS=252021.01 | 73.7 | 83.1 | 82.5 | 88.2 | 83.5 | 95.2 | |
| DoubleUNetHardware=GeForce RTX 2080 Ti, FPS=7.52021.01 | 73.3 | 81.3 | 82 | 86.1 | 84 | 94.9 | |
| ResUNet++Hardware=GeForce RTX 2080 Ti, FPS=72021.01 | 61.3 | 71.4 | 72 | 78.4 | 74.2 | 91.7 | |
| ResUNetHardware=GeForce RTX 2080 Ti, FPS=152021.01 | 57.2 | 69 | 69.9 | 74.5 | 72.5 | 91.7 | |
| U-NetHardware=GeForce RTX 2080 Ti, FPS=112021.01 | 47.1 | 59.7 | 59.8 | 67.2 | 61.7 | 89.4 |