Table 6.
The influence of the number of different groups on the prediction performance.
Task Network | Group Size | AP 50 | AP 75 | AP L | AP |
---|---|---|---|---|---|
Mask R-CNN | 8 | 92.1 | 83.6 | 71.4 | 68.9 |
16 | 93.3 | 84.7 | 72.7 | 70.3 | |
32 | 92.5 | 84.1 | 72.0 | 69.5 | |
64 | 93.1 | 84.4 | 72.4 | 69.8 | |
Cascade Mask R-CNN | 8 | 93.9 | 86.3 | 74.1 | 71.7 |
16 | 94.4 | 86.5 | 74.6 | 72.2 | |
32 | 93.7 | 85.9 | 73.9 | 71.6 | |
64 | 94.0 | 86.2 | 74.1 | 71.7 |
Note: The bold part indicates the best precision value.