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Open 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 |
P047 | 1.18% | 1.68% | 2.68% | 4.89% | 0.00% | 0.00% | 2.31s | 2.30s | 1.5Kb | 2.7Kb | 4020Kb | 4736Kb |
P101 | 1.20% | 1.32% | 3.11% | 3.79% | 0.00% | 0.00% | 0.07s | 0.85s | 18.6Kb | 18.6Kb | 2328Kb | 6180Kb |
P071 | 1.64% | 1.86% | 4.96% | 9.89% | 0.00% | 0.04% | 0.40s | 0.81s | 18.8Kb | 28.1Kb | 5692Kb | 8824Kb |
P039 | 1.78% | 2.32% | 5.64% | 99.61% | 0.00% | 0.00% | 0.82s | 1.09s | 3.0Kb | 3.5Kb | 3668Kb | 3780Kb |
P075 | 1.85% | 1.89% | 50.79% | 53.96% | 0.00% | 0.00% | 0.33s | 0.68s | 0.6Kb | 1.2Kb | 1488Kb | 1492Kb |
P004 | 1.89% | 2.61% | 7.14% | 8.75% | 0.00% | 0.00% | 0.76s | 0.80s | 2.2Kb | 3.6Kb | 5676Kb | 5700Kb |
P113 | 2.05% | 3.11% | 7.68% | 9.57% | 0.00% | 0.00% | 0.46s | 0.50s | 59.4Kb | 75.2Kb | 5636Kb | 5884Kb |
P016 | 2.39% | 3.29% | 6.50% | 8.25% | 0.00% | 0.00% | 0.18s | 0.39s | 17.7Kb | 24.0Kb | 2272Kb | 3592Kb |
P048 | 2.70% | 4.04% | 8.36% | 14.04% | 0.00% | 0.00% | 0.45s | 0.45s | 0.6Kb | 0.7Kb | 4580Kb | 4576Kb |
P068 | 3.39% | 6.64% | 11.75% | 19.57% | 0.00% | 0.00% | 0.42s | 0.47s | 7.9Kb | 7.9Kb | 3152Kb | 3136Kb |
P108 | 3.54% | 4.89% | 7.39% | 7.96% | 0.00% | 0.00% | 0.34s | 0.35s | 1.7Kb | 1.7Kb | 2736Kb | 2744Kb |
P009 | 3.74% | 6.46% | 9.93% | 11.68% | 0.00% | 0.00% | 0.30s | 0.30s | 1.5Kb | 2.9Kb | 2352Kb | 2388Kb |
P002 | 3.82% | 7.00% | 14.04% | 18.07% | 0.00% | 0.00% | 1.18s | 2.04s | 21.1Kb | 22.3Kb | 24896Kb | 26772Kb |
P067 | 3.86% | 7.00% | 11.96% | 19.21% | 0.00% | 0.00% | 0.04s | 0.05s | 1.6Kb | 1.8Kb | 1064Kb | 1084Kb |
P049 | 4.03% | 7.43% | 12.64% | 14.32% | 0.00% | 0.00% | 0.40s | 0.40s | 0.6Kb | 1.2Kb | 1932Kb | 1956Kb |
P097 | 4.16% | 6.36% | 8.79% | 15.43% | 0.00% | 0.00% | 0.17s | 0.22s | 16.5Kb | 20.2Kb | 1692Kb | 3648Kb |
P041 | 4.19% | 6.07% | 9.25% | 11.11% | 0.00% | 0.00% | 0.16s | 0.19s | 4.2Kb | 4.2Kb | 876Kb | 912Kb |
P111 | 4.65% | 9.89% | 17.04% | 23.89% | 0.00% | 0.00% | 0.41s | 0.42s | 1.1Kb | 1.5Kb | 1388Kb | 1540Kb |
P103 | 5.38% | 8.39% | 11.46% | 14.04% | 0.00% | 0.00% | 0.15s | 0.15s | 1.0Kb | 1.0Kb | 3252Kb | 3600Kb |
P052 | 5.94% | 8.71% | 13.86% | 14.93% | 0.00% | 0.00% | 0.28s | 0.28s | 4.1Kb | 12.3Kb | 3232Kb | 3128Kb |
P050 | 5.97% | 12.00% | 20.54% | 25.89% | 0.00% | 0.00% | 0.71s | 0.78s | 1.3Kb | 1.3Kb | 5168Kb | 5176Kb |
P118 | 6.15% | 17.07% | 35.07% | 54.21% | 0.00% | 0.00% | 2.79s | 3.54s | 1125.0Kb | 1125.0Kb | 2360Kb | 3816Kb |
P104 | 6.77% | 12.07% | 19.11% | 26.36% | 0.00% | 0.00% | 2.60s | 2.73s | 0.5Kb | 1.1Kb | 8792Kb | 8772Kb |
P120 | 6.97% | 11.64% | 17.89% | 21.96% | 0.00% | 0.15% | 0.93s | 1.26s | 0.7Kb | 2.1Kb | 6916Kb | 18376Kb |
P051 | 7.07% | 15.71% | 25.46% | 28.14% | 0.00% | 0.12% | 0.15s | 0.22s | 5.3Kb | 5.3Kb | 5200Kb | 6700Kb |
P027 | 7.07% | 15.79% | 27.46% | 50.93% | 0.00% | 0.00% | 1.05s | 2.61s | 5.0Kb | 5.0Kb | 3768Kb | 5208Kb |
P072 | 7.11% | 12.21% | 19.96% | 25.21% | 0.14% | 0.18% | 0.08s | 0.12s | 0.6Kb | 1.1Kb | 1676Kb | 1680Kb |
P006 | 7.30% | 14.32% | 22.32% | 40.25% | 0.00% | 0.00% | 0.40s | 0.41s | 64.5Kb | 64.5Kb | 2020Kb | 2936Kb |
P078 | 7.56% | 19.57% | 22.71% | 29.96% | 0.00% | 0.00% | 0.16s | 0.16s | 0.4Kb | 0.8Kb | 3788Kb | 3808Kb |
P105 | 8.22% | 14.96% | 22.46% | 31.96% | 0.14% | 0.09% | 0.42s | 0.42s | 1.1Kb | 1.6Kb | 2840Kb | 2900Kb |
P087 | 8.73% | 16.68% | 26.79% | 41.00% | 0.00% | 0.00% | 0.30s | 0.34s | 0.1Kb | 0.3Kb | 1920Kb | 1992Kb |
P099 | 9.46% | 17.82% | 26.79% | 32.29% | 0.00% | 0.00% | 0.51s | 0.54s | 0.5Kb | 0.5Kb | 5444Kb | 4832Kb |
P112 | 9.60% | 17.25% | 31.68% | 32.25% | 0.00% | 0.00% | 0.29s | 0.33s | 1.3Kb | 1.3Kb | 5120Kb | 7564Kb |
P011 | 10.07% | 15.46% | 17.86% | 21.96% | 0.00% | 0.00% | 0.45s | 0.45s | 1.6Kb | 1.6Kb | 1788Kb | 1788Kb |
P080 | 11.41% | 22.75% | 22.75% | 26.46% | 0.00% | 72.05% | 0.40s | 0.40s | 0.5Kb | 0.5Kb | 2232Kb | 2236Kb |
P093 | 11.46% | 23.54% | 35.57% | 60.46% | 0.00% | 0.00% | 0.09s | 0.15s | 1.8Kb | 2.0Kb | 1012Kb | 1020Kb |
P083 | 11.64% | 23.14% | 24.11% | 26.64% | 0.00% | 72.14% | 0.46s | 0.52s | 0.6Kb | 0.6Kb | 2820Kb | 2832Kb |
P026 | 14.39% | 24.96% | 27.25% | 28.86% | 0.00% | 32.90% | 3.11s | 5.10s | 13.7Kb | 34.6Kb | 26576Kb | 47868Kb |
P106 | 19.74% | 47.25% | 60.96% | 63.46% | 0.00% | 0.00% | 0.29s | 0.40s | 2.3Kb | 2.3Kb | 3872Kb | 3884Kb |
P079 | 37.92% | 92.32% | 97.71% | 99.68% | 0.00% | 0.00% | 2.54s | 2.93s | 512.0Kb | 512.0Kb | 11808Kb | 13360Kb |
P109 | 43.95% | 89.54% | 96.04% | 99.50% | 0.00% | 0.00% | 1.61s | 1.53s | 1284.2Kb | 1609.4Kb | 5852Kb | 5988Kb |
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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