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. 2023 Aug 24;23(17):7382. doi: 10.3390/s23177382

Table 7.

Experimental evaluation of the dependence of the quality of re-identification on the probability threshold applied to the Filter Module: the case when the neural network for Re-ID is trained on MSMT17 Merged and tested on DukeMTMC-reID (cross-domain Re-ID).

Threshold Rank1(), % mAP(), % Gallery Reduction, % Query Reduction, %
0.0 72.51 53.71 0.00 0.00
0.1 72.54 53.73 0.01 0.04
0.2 72.77 54.06 0.25 0.49
0.3 73.13 54.64 0.80 1.12
0.4 73.40 55.11 1.47 1.75
0.5 73.82 55.64 2.29 2.51
0.6 74.12 56.20 3.50 3.23
0.7 74.80 57.07 5.40 4.44
0.8 75.68 58.40 8.20 6.91
0.9 77.55 60.99 14.04 12.30