TABLE IX:
The two parts of test set and the mean AUROC performances of V-GCN-PPS and the basic VGGNet16BN on the two parts. Paired t-tests show the superiority of V-GCN-PPS over VGGNet16BN (p = 0.046) and known part over unknown part (p = 0.021).
known | unknown | overall | |
---|---|---|---|
| |||
#persons | 7,799 | 3,855 | 11,654 |
#images | 18,336 | 4,088 | 22,424 |
| |||
V-GCN-PPS (all relations) | 0.827 | 0.787 | 0.832 |
VGGNet16BN (no relations) | 0.820 | 0.785 | 0.824 |