Encrypted Facial Recognition on Synthetic Facial Dataset (test)
13.1RTT (s)BSGS-CPU-DG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BSGS-CPU-DGK=2^10, Km=16, kappa=10, Hardware=CPU-only2026.04 | 13.1 | 4.92 | 4.76 | 7.2 | 5.52 | |
| BSGS-CPU-DGK=2^11, Km=16, kappa=10, Hardware=CPU-only2026.04 | 13.3 | 4.97 | 4.83 | 7.2 | 5.52 | |
| BSGS-CPU-DGK=2^12, Km=32, kappa=10, Hardware=CPU-only2026.04 | 13.3 | 4.97 | 4.91 | 7.2 | 5.52 | |
| BSGS-CPU-DGK=2^13, Km=32, kappa=10, Hardware=CPU-only2026.04 | 13.3 | 4.98 | 4.82 | 7.2 | 5.52 | |
| BSGS-CPU-DGK=2^14, Km=64, kappa=10, Hardware=CPU-only2026.04 | 13.3 | 4.95 | 4.77 | 7.2 | 5.52 | |
| BSGS-CPU-DGK=2^15, Km=64, kappa=10, Hardware=CPU-only2026.04 | 18.7 | 6.34 | 6.73 | 7.3 | 8.52 | |
| BSGS-CPU-DGK=2^16, Km=128, kappa=10, Hardware=CPU-only2026.04 | 27.4 | 8.94 | 9.55 | 7.4 | 14.52 | |
| HyDia-CPU-DGK=2^10, Km=16, kappa=10, Hardware=CPU-only2026.04 | 30.6 | 5.67 | 5.67 | 33.3 | 27.84 | |
| HyDia-CPU-DGK=2^11, Km=16, kappa=10, Hardware=CPU-only2026.04 | 30.6 | 5.72 | 5.49 | 33.3 | 27.84 | |
| HyDia-CPU-DGK=2^12, Km=32, kappa=10, Hardware=CPU-only2026.04 | 30.7 | 5.74 | 5.61 | 33.3 | 27.84 | |
| HyDia-CPU-DGK=2^13, Km=32, kappa=10, Hardware=CPU-only2026.04 | 30.7 | 5.72 | 5.56 | 33.3 | 27.84 | |
| HyDia-CPU-DGK=2^14, Km=64, kappa=10, Hardware=CPU-only2026.04 | 30.9 | 5.68 | 5.52 | 33.4 | 27.84 | |
| HyDia-CPU-DGK=2^15, Km=64, kappa=10, Hardware=CPU-only2026.04 | 36.5 | 7.87 | 7.67 | 33.4 | 30.84 | |
| BSGS-CPU-DGK=2^17, Km=128, kappa=10, Hardware=CPU-only2026.04 | 45.6 | 14.18 | 16.47 | 7.6 | 26.53 | |
| HyDia-CPU-DGK=2^16, Km=128, kappa=10, Hardware=CPU-only2026.04 | 48.4 | 12.09 | 12.12 | 33.6 | 36.84 | |
| HyDia-CPU-DGK=2^17, Km=128, kappa=10, Hardware=CPU-only2026.04 | 77.9 | 21.91 | 23.54 | 33.9 | 48.85 | |
| BSGS-CPU-DGK=2^18, Km=256, kappa=10, Hardware=CPU-only2026.04 | 114.1 | 26.66 | 30.13 | 8 | 50.54 | |
| HyDia-CPU-DGK=2^18, Km=256, kappa=10, Hardware=CPU-only2026.04 | 128.1 | 39.42 | 41.87 | 34.8 | 72.86 | |
| BSGS-CPU-DGK=2^19, Km=256, kappa=10, Hardware=CPU-only2026.04 | 173 | 53.64 | 57.91 | 9 | 98.57 | |
| HyDia-CPU-DGK=2^19, Km=256, kappa=10, Hardware=CPU-only2026.04 | 242.2 | 84.12 | 79.79 | 35.4 | 120.88 | |
| BSGS-CPU-DGK=2^20, Km=512, kappa=10, Hardware=CPU-only2026.04 | 356 | 112.33 | 115.42 | 11.3 | 194.61 | |
| HyDia-CPU-DGK=2^20, Km=512, kappa=10, Hardware=CPU-only2026.04 | 483.5 | 163.66 | 165.61 | 37.3 | 216.93 |