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Open Category: Results on DB4
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 |
P071 | 0.61% | 0.50% | 1.00% | 1.93% | 0.00% | 0.00% | 0.30s | 0.53s | 14.9Kb | 24.8Kb | 5644Kb | 8620Kb |
P101 | 0.80% | 0.64% | 1.07% | 1.64% | 0.00% | 0.00% | 0.09s | 1.06s | 27.6Kb | 27.6Kb | 2860Kb | 7752Kb |
P004 | 1.01% | 1.04% | 1.75% | 2.25% | 0.00% | 0.00% | 0.63s | 0.65s | 2.0Kb | 3.0Kb | 5368Kb | 5392Kb |
P039 | 1.07% | 1.07% | 1.64% | 2.71% | 0.00% | 0.00% | 1.35s | 1.53s | 3.6Kb | 4.2Kb | 4192Kb | 4276Kb |
P068 | 1.29% | 1.43% | 2.18% | 5.36% | 0.00% | 0.00% | 0.32s | 0.37s | 7.9Kb | 7.9Kb | 3672Kb | 3656Kb |
P049 | 1.40% | 1.68% | 3.18% | 4.39% | 0.00% | 0.00% | 0.31s | 0.32s | 0.5Kb | 0.7Kb | 1720Kb | 1744Kb |
P016 | 1.42% | 1.50% | 2.61% | 4.11% | 0.00% | 0.00% | 0.13s | 0.30s | 13.2Kb | 21.9Kb | 2020Kb | 3312Kb |
P108 | 1.68% | 2.00% | 4.57% | 6.32% | 0.00% | 0.03% | 0.26s | 0.26s | 1.7Kb | 1.7Kb | 2360Kb | 3244Kb |
P097 | 1.75% | 1.82% | 3.75% | 6.64% | 0.00% | 0.00% | 0.48s | 0.52s | 12.3Kb | 15.2Kb | 2632Kb | 3412Kb |
P047 | 1.76% | 2.82% | 3.75% | 4.39% | 0.00% | 0.00% | 1.91s | 1.93s | 1.2Kb | 2.3Kb | 3488Kb | 4204Kb |
P009 | 1.87% | 2.29% | 4.29% | 7.46% | 0.00% | 0.00% | 0.22s | 0.22s | 1.4Kb | 2.6Kb | 2124Kb | 2160Kb |
P113 | 1.98% | 3.57% | 4.82% | 8.11% | 0.00% | 0.00% | 0.34s | 0.37s | 43.3Kb | 56.4Kb | 4964Kb | 5184Kb |
P050 | 2.54% | 3.61% | 6.14% | 7.82% | 0.00% | 0.00% | 0.46s | 0.48s | 1.3Kb | 1.3Kb | 4376Kb | 4384Kb |
P041 | 2.61% | 2.96% | 4.46% | 6.36% | 0.00% | 0.00% | 0.12s | 0.14s | 3.3Kb | 3.3Kb | 844Kb | 880Kb |
P103 | 2.78% | 3.64% | 4.71% | 4.82% | 0.00% | 0.00% | 0.11s | 0.12s | 2.0Kb | 2.0Kb | 2536Kb | 2804Kb |
P048 | 2.78% | 3.61% | 6.32% | 16.43% | 0.00% | 0.00% | 0.35s | 0.35s | 0.5Kb | 0.6Kb | 3828Kb | 3852Kb |
P083 | 3.06% | 4.79% | 7.75% | 9.54% | 0.00% | 64.36% | 0.35s | 0.37s | 0.6Kb | 0.6Kb | 2296Kb | 2308Kb |
P027 | 3.32% | 6.21% | 12.57% | 44.71% | 0.00% | 0.03% | 0.66s | 2.17s | 5.0Kb | 5.0Kb | 3460Kb | 4664Kb |
P026 | 3.38% | 4.50% | 10.79% | 15.04% | 0.00% | 0.79% | 2.13s | 3.20s | 8.1Kb | 14.7Kb | 17420Kb | 34936Kb |
P120 | 3.53% | 4.93% | 9.29% | 13.68% | 0.00% | 0.00% | 0.79s | 0.87s | 0.4Kb | 0.9Kb | 5404Kb | 5640Kb |
P067 | 3.68% | 5.21% | 8.96% | 35.00% | 0.14% | 0.09% | 0.04s | 0.04s | 1.2Kb | 1.4Kb | 1028Kb | 1044Kb |
P052 | 3.89% | 5.61% | 8.07% | 10.07% | 0.57% | 2.95% | 0.21s | 0.20s | 2.9Kb | 6.5Kb | 2996Kb | 2884Kb |
P104 | 3.93% | 5.89% | 8.79% | 11.54% | 0.00% | 0.00% | 1.50s | 1.60s | 0.5Kb | 1.0Kb | 7592Kb | 7620Kb |
P011 | 3.99% | 4.57% | 5.89% | 7.39% | 0.00% | 0.00% | 0.34s | 0.35s | 1.6Kb | 1.6Kb | 1496Kb | 1496Kb |
P111 | 4.13% | 6.68% | 17.68% | 44.57% | 0.00% | 0.00% | 0.31s | 0.32s | 0.8Kb | 1.2Kb | 1224Kb | 1500Kb |
P118 | 4.53% | 11.46% | 24.39% | 34.25% | 0.00% | 0.00% | 2.02s | 2.36s | 864.0Kb | 864.0Kb | 1964Kb | 3088Kb |
P099 | 5.09% | 7.50% | 11.71% | 14.96% | 0.43% | 1.54% | 0.35s | 0.35s | 0.5Kb | 0.5Kb | 4636Kb | 4020Kb |
P072 | 5.18% | 9.21% | 18.00% | 20.79% | 0.00% | 0.00% | 0.08s | 0.09s | 2.1Kb | 3.2Kb | 1608Kb | 1616Kb |
P112 | 5.29% | 11.00% | 28.54% | 29.36% | 0.00% | 0.09% | 0.24s | 0.27s | 1.3Kb | 1.3Kb | 5084Kb | 7524Kb |
P080 | 5.30% | 10.18% | 13.18% | 19.50% | 0.00% | 67.28% | 0.31s | 0.31s | 0.5Kb | 0.5Kb | 2036Kb | 2040Kb |
P075 | 5.99% | 66.04% | 68.50% | 86.07% | 0.00% | 0.00% | 0.22s | 0.29s | 0.4Kb | 0.9Kb | 1316Kb | 1320Kb |
P105 | 6.60% | 11.25% | 17.07% | 20.04% | 0.00% | 0.00% | 0.34s | 0.34s | 0.8Kb | 1.3Kb | 1224Kb | 1328Kb |
P087 | 7.05% | 14.89% | 25.25% | 39.07% | 0.14% | 0.09% | 0.19s | 0.21s | 0.1Kb | 0.2Kb | 1864Kb | 1976Kb |
P051 | 8.21% | 15.61% | 64.79% | 80.57% | 0.43% | 0.50% | 0.11s | 0.14s | 5.3Kb | 5.3Kb | 3952Kb | 3996Kb |
P002 | 10.59% | 23.39% | 36.96% | 51.46% | 0.00% | 0.00% | 0.87s | 1.46s | 16.0Kb | 16.9Kb | 21644Kb | 23420Kb |
P006 | 12.02% | 26.89% | 41.54% | 48.43% | 0.00% | 0.09% | 0.31s | 0.32s | 64.5Kb | 64.5Kb | 1980Kb | 2884Kb |
P093 | 12.19% | 24.29% | 24.79% | 31.82% | 0.00% | 0.00% | 0.06s | 0.09s | 1.0Kb | 2.0Kb | 976Kb | 988Kb |
P078 | 13.59% | 27.61% | 31.75% | 33.36% | 0.14% | 0.09% | 0.12s | 0.12s | 0.3Kb | 0.6Kb | 3248Kb | 3260Kb |
P106 | 27.29% | 73.54% | 86.89% | 90.43% | 0.00% | 2.95% | 0.18s | 0.25s | 2.3Kb | 2.3Kb | 3224Kb | 3236Kb |
P079 | 31.20% | 54.64% | 66.04% | 77.32% | 0.00% | 0.00% | 2.05s | 2.79s | 512.0Kb | 512.0Kb | 11776Kb | 13320Kb |
P109 | 38.25% | 90.96% | 97.39% | 98.32% | 0.29% | 0.26% | 1.39s | 1.35s | 975.1Kb | 1250.5Kb | 5232Kb | 7800Kb |
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 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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