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Light Category: Results on DB3
Alg | EER | FMR 100 | FMR 1000 | Zero FMR | REJENROLL | REJMATCH | Avg Enroll Time | Avg Match Time | Avg Model Size | Max Model Size | Max Enroll Mem | Max Match Mem |
P133 | 1.634% | 1.742% | 3.009% | 4.329% | 0.06% | 0.79% | 0.054s | 0.056s | 1.71Kb | 1.71Kb | 3252Kb | 3396Kb |
P129 | 1.645% | 1.753% | 2.987% | 4.210% | 0.06% | 0.79% | 0.047s | 0.046s | 1.94Kb | 1.94Kb | 2216Kb | 2392Kb |
P058 | 2.351% | 2.738% | 4.686% | 6.526% | 0.00% | 0.00% | 0.121s | 0.082s | 0.87Kb | 1.83Kb | 2208Kb | 1708Kb |
P045 | 2.489% | 3.582% | 7.814% | 11.223% | 0.00% | 0.00% | 0.084s | 0.040s | 0.47Kb | 0.79Kb | 2192Kb | 2236Kb |
P017 | 2.887% | 3.885% | 6.439% | 18.128% | 0.00% | 0.00% | 0.091s | 0.070s | 1.54Kb | 1.94Kb | 2208Kb | 2164Kb |
P065 | 2.952% | 3.669% | 5.087% | 7.511% | 0.00% | 0.00% | 0.058s | 0.057s | 0.21Kb | 0.55Kb | 1828Kb | 1852Kb |
P141 | 3.063% | 4.156% | 7.110% | 13.149% | 0.00% | 0.00% | 0.047s | 0.051s | 0.95Kb | 1.54Kb | 1752Kb | 1756Kb |
P072 | 3.205% | 4.145% | 6.017% | 8.182% | 0.00% | 0.00% | 0.041s | 0.058s | 2.00Kb | 2.00Kb | 876Kb | 912Kb |
P121 | 3.338% | 4.177% | 5.898% | 7.424% | 0.00% | 0.00% | 0.058s | 0.055s | 1.09Kb | 2.00Kb | 2124Kb | 2056Kb |
P052 | 3.502% | 4.848% | 7.413% | 15.909% | 0.00% | 0.00% | 0.061s | 0.067s | 0.34Kb | 0.44Kb | 1596Kb | 1924Kb |
P143 | 3.548% | 5.011% | 8.366% | 11.374% | 0.00% | 0.00% | 0.029s | 0.033s | 0.95Kb | 1.74Kb | 1620Kb | 1712Kb |
P131 | 3.632% | 5.281% | 10.173% | 19.535% | 0.00% | 0.00% | 0.077s | 0.058s | 1.26Kb | 1.74Kb | 1884Kb | 1592Kb |
P090 | 4.360% | 5.357% | 7.338% | 17.013% | 0.00% | 0.00% | 0.093s | 0.058s | 0.56Kb | 0.97Kb | 2124Kb | 3332Kb |
P096 | 4.850% | 7.641% | 11.266% | 18.268% | 0.00% | 0.00% | 0.065s | 0.067s | 1.67Kb | 1.67Kb | 1360Kb | 1464Kb |
P054 | 4.871% | 7.771% | 11.115% | 18.225% | 0.00% | 0.00% | 0.068s | 0.067s | 1.58Kb | 1.58Kb | 1360Kb | 1460Kb |
P092 | 4.877% | 7.554% | 11.320% | 18.582% | 0.00% | 0.00% | 0.065s | 0.067s | 1.74Kb | 1.74Kb | 1360Kb | 1460Kb |
P081 | 5.755% | 7.998% | 10.433% | 14.924% | 0.00% | 0.00% | 0.032s | 0.034s | 1.13Kb | 1.83Kb | 1016Kb | 1068Kb |
P122 | 6.928% | 13.214% | 18.831% | 26.385% | 0.00% | 0.00% | 0.059s | 0.059s | 0.12Kb | 0.27Kb | 1632Kb | 1652Kb |
P153 | 7.491% | 10.974% | 15.011% | 25.000% | 0.00% | 0.66% | 0.057s | 0.082s | 0.34Kb | 0.72Kb | 3824Kb | 3840Kb |
P138 | 7.629% | 11.721% | 15.747% | 18.604% | 0.00% | 0.00% | 0.055s | 0.066s | 0.51Kb | 1.51Kb | 1556Kb | 1564Kb |
P123 | 10.068% | 20.552% | 25.714% | 72.186% | 0.00% | 0.95% | 0.100s | 0.067s | 0.94Kb | 0.94Kb | 2700Kb | 2244Kb |
P103 | 18.052% | 37.067% | 55.768% | 65.292% | 0.00% | 0.96% | 0.066s | 0.063s | 0.35Kb | 0.35Kb | 1928Kb | 1944Kb |
P060 | 50.000% | 100.000% | 100.000% | 100.000% | 100.00% | 100.00% | 0.498s | - | 0.83Kb | 1.34Kb | 2304Kb | 0Kb |
P101 | 50.000% | 100.000% | 100.000% | 100.000% | 1.95% | 100.00% | 0.208s | 0.211s | 0.42Kb | 2.32Kb | 3512Kb | 3524Kb |
Comparative ROC (only the first 15 algorithms in the above table are reported).
For each algorithm the five points corresponding to ZeroFMR, FMR1000, FMR100, EER and ZeroFNMR are highlighted.
Note that these points do not necessarily lie on the corresponding theoretical lines, due to the finite
number of tests and the quantized output of the algorithms.
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