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Open Category: Results on DB1
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 |
P047 | 1.97% | 2.86% | 4.36% | 8.21% | 0.00% | 0.00% | 1.95s | 1.87s | 1.4Kb | 2.8Kb | 5080Kb | 5796Kb |
P101 | 2.72% | 3.86% | 9.25% | 13.43% | 0.00% | 0.00% | 0.10s | 3.19s | 31.5Kb | 31.5Kb | 3204Kb | 5464Kb |
P097 | 3.38% | 5.54% | 9.75% | 12.93% | 0.00% | 0.00% | 0.74s | 0.75s | 17.8Kb | 28.1Kb | 5564Kb | 5780Kb |
P009 | 3.62% | 5.54% | 11.68% | 15.39% | 0.00% | 0.00% | 0.25s | 0.23s | 1.1Kb | 2.9Kb | 2828Kb | 2860Kb |
P049 | 3.91% | 7.11% | 12.43% | 17.96% | 0.00% | 0.00% | 0.32s | 0.47s | 0.5Kb | 0.9Kb | 2472Kb | 2496Kb |
P004 | 4.10% | 5.64% | 8.61% | 11.68% | 0.00% | 0.00% | 0.77s | 0.75s | 1.9Kb | 3.2Kb | 7012Kb | 7032Kb |
P103 | 4.18% | 6.36% | 11.25% | 17.25% | 0.00% | 0.00% | 0.16s | 0.16s | 1.0Kb | 1.0Kb | 3588Kb | 3684Kb |
P071 | 4.37% | 5.43% | 9.46% | 21.64% | 0.00% | 0.00% | 0.39s | 0.77s | 17.5Kb | 31.4Kb | 5872Kb | 9800Kb |
P026 | 5.54% | 9.25% | 19.11% | 24.89% | 0.00% | 0.94% | 2.60s | 3.56s | 8.4Kb | 18.4Kb | 21300Kb | 36392Kb |
P075 | 5.64% | 63.43% | 64.75% | 80.50% | 0.00% | 0.00% | 0.41s | 0.44s | 0.4Kb | 0.9Kb | 2348Kb | 2352Kb |
P108 | 6.13% | 10.89% | 15.82% | 18.36% | 0.00% | 0.00% | 0.35s | 0.35s | 1.7Kb | 1.7Kb | 2840Kb | 2848Kb |
P083 | 6.49% | 13.11% | 19.68% | 26.43% | 0.00% | 66.86% | 0.37s | 0.37s | 0.6Kb | 0.6Kb | 3380Kb | 3392Kb |
P039 | 7.18% | 12.71% | 16.68% | 18.00% | 0.00% | 0.00% | 1.16s | 1.32s | 3.4Kb | 3.9Kb | 3976Kb | 4084Kb |
P048 | 7.47% | 14.14% | 18.71% | 22.64% | 0.00% | 0.00% | 0.44s | 0.40s | 0.5Kb | 0.7Kb | 5888Kb | 5920Kb |
P041 | 7.61% | 14.43% | 20.64% | 21.61% | 0.00% | 0.00% | 0.17s | 0.20s | 9.1Kb | 9.1Kb | 1032Kb | 1068Kb |
P113 | 7.65% | 11.68% | 15.54% | 19.61% | 0.00% | 0.00% | 0.67s | 0.69s | 53.3Kb | 93.2Kb | 11936Kb | 12260Kb |
P068 | 7.68% | 13.86% | 21.68% | 24.96% | 0.00% | 0.00% | 0.63s | 0.65s | 7.9Kb | 7.9Kb | 4468Kb | 4456Kb |
P111 | 8.31% | 16.82% | 28.82% | 34.86% | 0.00% | 0.00% | 0.64s | 0.64s | 1.6Kb | 2.1Kb | 2032Kb | 2036Kb |
P052 | 8.41% | 14.82% | 21.36% | 33.61% | 0.14% | 0.09% | 0.28s | 0.26s | 3.2Kb | 6.5Kb | 4380Kb | 4268Kb |
P016 | 8.87% | 14.64% | 20.04% | 24.82% | 0.00% | 0.00% | 0.16s | 0.35s | 14.3Kb | 24.2Kb | 2396Kb | 3712Kb |
P120 | 8.94% | 19.04% | 26.07% | 35.46% | 0.00% | 0.00% | 1.90s | 2.00s | 0.5Kb | 1.1Kb | 12144Kb | 12492Kb |
P099 | 9.55% | 19.07% | 30.21% | 35.86% | 0.00% | 0.00% | 0.46s | 0.44s | 0.5Kb | 0.5Kb | 6488Kb | 5920Kb |
P027 | 9.78% | 19.79% | 30.54% | 55.32% | 0.00% | 0.00% | 1.05s | 3.26s | 4.9Kb | 5.0Kb | 5156Kb | 7568Kb |
P050 | 10.06% | 16.43% | 22.79% | 25.50% | 0.00% | 0.00% | 0.67s | 0.66s | 1.3Kb | 1.3Kb | 5324Kb | 5332Kb |
P011 | 10.39% | 16.36% | 22.04% | 26.39% | 0.00% | 0.00% | 0.70s | 0.69s | 1.6Kb | 1.6Kb | 2780Kb | 2784Kb |
P112 | 10.57% | 24.04% | 40.82% | 100.00% | 0.14% | 0.09% | 0.35s | 0.36s | 1.3Kb | 1.3Kb | 5276Kb | 7720Kb |
P072 | 10.81% | 23.43% | 37.54% | 41.21% | 0.00% | 0.00% | 0.12s | 0.12s | 2.8Kb | 3.5Kb | 2104Kb | 2108Kb |
P002 | 10.85% | 23.57% | 34.36% | 35.71% | 0.00% | 0.00% | 2.13s | 2.84s | 42.9Kb | 44.1Kb | 39968Kb | 42180Kb |
P105 | 11.25% | 26.29% | 37.11% | 47.75% | 0.00% | 0.00% | 0.37s | 0.36s | 0.8Kb | 1.7Kb | 1932Kb | 1936Kb |
P051 | 11.93% | 33.68% | 73.64% | 91.86% | 0.00% | 0.03% | 0.14s | 0.18s | 5.3Kb | 5.3Kb | 4144Kb | 6740Kb |
P067 | 12.48% | 24.39% | 31.64% | 45.14% | 0.00% | 0.18% | 0.07s | 0.08s | 3.0Kb | 3.2Kb | 1288Kb | 1308Kb |
P080 | 13.53% | 26.89% | 29.07% | 34.00% | 0.00% | 73.48% | 0.62s | 0.61s | 0.5Kb | 0.5Kb | 3048Kb | 3052Kb |
P078 | 13.65% | 35.11% | 46.54% | 49.82% | 0.00% | 0.00% | 0.19s | 0.18s | 0.4Kb | 0.8Kb | 4976Kb | 4988Kb |
P087 | 14.03% | 31.21% | 42.54% | 50.64% | 0.00% | 0.00% | 0.28s | 0.28s | 0.1Kb | 0.3Kb | 1920Kb | 1988Kb |
P093 | 15.30% | 30.43% | 37.29% | 49.21% | 0.00% | 0.00% | 0.08s | 0.09s | 0.9Kb | 2.0Kb | 1176Kb | 1188Kb |
P006 | 19.36% | 45.86% | 62.68% | 74.36% | 0.00% | 1.37% | 0.34s | 0.32s | 64.5Kb | 64.5Kb | 2200Kb | 3096Kb |
P118 | 25.69% | 49.96% | 63.46% | 76.11% | 0.00% | 7.57% | 2.90s | 3.85s | 2400.0Kb | 2400.0Kb | 4336Kb | 7376Kb |
P109 | 35.30% | 90.71% | 98.46% | 99.86% | 0.57% | 0.19% | 1.47s | 1.24s | 1152.9Kb | 2143.0Kb | 7316Kb | 8116Kb |
P106 | 35.68% | 83.89% | 92.86% | 94.18% | 0.00% | 0.00% | 0.26s | 0.34s | 2.3Kb | 2.3Kb | 6372Kb | 6404Kb |
P079 | 41.94% | 60.25% | 66.50% | 68.46% | 0.00% | 0.00% | 1.92s | 2.78s | 512.0Kb | 512.0Kb | 11968Kb | 13512Kb |
P104 | 50.00% | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 7.93s | 7.99s | 0.4Kb | 0.9Kb | 15980Kb | 16100Kb |
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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