Table 3 Rank-1/5 [%], z-FRR 1%, z-EER [%], and z-AUC [%] for cooperative (Coop) and uncooperative (Uncoop) settings
Benchmark | Rank-1 | Rank-5 | z-FRR 1% | z-EER | z-AUC | |||||
|---|---|---|---|---|---|---|---|---|---|---|
Coop | Uncoop | Coop | Uncoop | Coop | Uncoop | Coop | Uncoop | Coop | Uncoop | |
DM | 17.7 | 15.9 | 23.4 | 20.5 | 56.3 | 68.0 | 18.5 | 29.9 | 10.1 | 23.2 |
PCA_LDA | 40.8 | 31.4 | 53.0 | 41.3 | 21.2 | 34.3 | 7.4 | 14.4 | 2.4 | 8.0 |
GERF | 38.5 | 31.2 | 50.9 | 42.2 | 30.6 | 34.6 | 8.0 | 11.4 | 2.7 | 5.1 |
RSVM | 24.7 | 18.3 | 35.6 | 27.6 | 34.1 | 43.9 | 9.6 | 14.7 | 3.5 | 8.2 |
GEINet | 22.3 | 18.5 | 32.5 | 26.9 | 34.8 | 43.3 | 11.3 | 14.7 | 4.5 | 7.1 |
SIAME | 49.8 | 50.3 | 69.7 | 70.5 | 5.7 | 5.4 | 2.5 | 2.4 | 0.3 | 0.3 |