Table 6 EER (%) for 2 ×1024 network with soft targets from CNN
Network | Targets | Data | Mob-1 | Mob-2 | Mob-3 | Mob-4 |
|---|---|---|---|---|---|---|
CNN | Hard alignment | 320 h labeled | 4.10 % | 2.51 % | 2.46 % | 2.77 % |
MLP baseline | Hard alignment | 320 h labeled | 4.46 % | 2.75 % | 2.79 % | 3.09 % |
MLP student | CNN outputs | 320 h unlabeled | 4.26 % | 2.61 % | 2.60 % | 2.91 % |
MLP student | CNN outputs | 640 h unlabeled | 4.19 % | 2.55 % | 2.52 % | 2.85 % |
MLP student | CNN outputs | 960 h unlabeled | 4.14 % | 2.52 % | 2.47 % | 2.79 % |