Instrument Part Segmentation on EndoVis 2018 (test)
77.53mDice (%)DMNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DMNetParam. (M)=4.38, FLOPS (G)=11.53, Time (ms)=26.37, FPS=38, Real-time=true2021.09 | 77.53 | 67.5 | |
| TDNetParam. (M)=21.23, FLOPS (G)=47.6, Time (ms)=22.23, FPS=45, Real-time=true2021.09 | 76.22 | 66.3 | |
| PAANetParam. (M)=21.86, FLOPS (G)=60.34, Time (ms)=38.2, FPS=262021.09 | 75.01 | 64.88 | |
| LWANetParam. (M)=2.25, FLOPS (G)=2.77, Time (ms)=13.21, FPS=76, Real-time=true2021.09 | 71.73 | 61.06 | |
| TernausNetParam. (M)=36.92, FLOPS (G)=275.45, Time (ms)=58.32, FPS=172021.09 | 61.78 | 50.25 |