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. 2020 Nov 12;20(22):6450. doi: 10.3390/s20226450

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] α
0.25 0.5 0.75
1 0.9059 0.8742 0.8693
2 0.9162 0.8916 0.8869
γ 3 0.9143 0.8882 0.8807
4 0.9017 0.8834 0.8762
5 0.9064 0.8763 0.8691
SIXray [14] α
0.25 0.5 0.75
1 0.5483 0.5140 0.4926
2 0.6457 0.6283 0.6182
γ 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.