Surgical Instrument Segmentation on Kvasir-Instrument 1.0 (test)
92.84DSCNanoNet-B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NanoNet-BParameters=132,049, FPS=29.822021.04 | 92.84 | 87.9 | 92.05 | 94.82 | 92.84 | 98.75 | |
| NanoNet-AParameters=235,425, FPS=282021.04 | 92.51 | 87.68 | 91.42 | 95.4 | 92.51 | 98.87 | |
| UNet (Baseline)FPS=20.462021.04 | 91.58 | 85.78 | 94.87 | 89.98 | 93.2 | 98.64 | |
| ResUNet++ (ISM'19)Parameters=4,070,385, FPS=17.872021.04 | 91.4 | 86.35 | 91.03 | 93.48 | 91.4 | 98.66 | |
| NanoNet-CParameters=36,561, FPS=32.182021.04 | 91.39 | 86 | 90.37 | 94.52 | 91.39 | 98.63 | |
| DoubleUNet (Baseline)FPS=102021.04 | 90.38 | 84.3 | 92.75 | 89.66 | 91.47 | 98.38 |