Table 2.
Effect of varying focal loss parameters on the detection performance (in terms of mAP) on GDXray [15] and SIXray [14] dataset. Bold indicates the optimal performance.
GDXray [15] | ||||
---|---|---|---|---|
0.25 | 0.5 | 0.75 | ||
1 | 0.9059 | 0.8742 | 0.8693 | |
2 | 0.9162 | 0.8916 | 0.8869 | |
3 | 0.9143 | 0.8882 | 0.8807 | |
4 | 0.9017 | 0.8834 | 0.8762 | |
5 | 0.9064 | 0.8763 | 0.8691 | |
SIXray [14] | ||||
0.25 | 0.5 | 0.75 | ||
1 | 0.5483 | 0.5140 | 0.4926 | |
2 | 0.6457 | 0.6283 | 0.6182 | |
3 | 0.6283 | 0.6036 | 0.5874 | |
4 | 0.6156 | 0.5709 | 0.5370 | |
5 | 0.6083 | 0.5472 | 0.5198 |
Scores for the SIXray dataset represent the average of SIXray10, SIXray100, and SIXray1000 subset.