Open Category: Results on DB1


AlgEERFMR
100
FMR
1000
Zero
FMR
REJENROLLREJMATCHAvg Enroll TimeAvg Match TimeAvg Model SizeMax Model SizeMax Enroll MemMax Match Mem
P047
1.97%2.86%4.36%8.21%0.00%0.00%1.95s1.87s1.4Kb2.8Kb5080Kb5796Kb
P101
2.72%3.86%9.25%13.43%0.00%0.00%0.10s3.19s31.5Kb31.5Kb3204Kb5464Kb
P097
3.38%5.54%9.75%12.93%0.00%0.00%0.74s0.75s17.8Kb28.1Kb5564Kb5780Kb
P009
3.62%5.54%11.68%15.39%0.00%0.00%0.25s0.23s1.1Kb2.9Kb2828Kb2860Kb
P049
3.91%7.11%12.43%17.96%0.00%0.00%0.32s0.47s0.5Kb0.9Kb2472Kb2496Kb
P004
4.10%5.64%8.61%11.68%0.00%0.00%0.77s0.75s1.9Kb3.2Kb7012Kb7032Kb
P103
4.18%6.36%11.25%17.25%0.00%0.00%0.16s0.16s1.0Kb1.0Kb3588Kb3684Kb
P071
4.37%5.43%9.46%21.64%0.00%0.00%0.39s0.77s17.5Kb31.4Kb5872Kb9800Kb
P026
5.54%9.25%19.11%24.89%0.00%0.94%2.60s3.56s8.4Kb18.4Kb21300Kb36392Kb
P075
5.64%63.43%64.75%80.50%0.00%0.00%0.41s0.44s0.4Kb0.9Kb2348Kb2352Kb
P108
6.13%10.89%15.82%18.36%0.00%0.00%0.35s0.35s1.7Kb1.7Kb2840Kb2848Kb
P083
6.49%13.11%19.68%26.43%0.00%66.86%0.37s0.37s0.6Kb0.6Kb3380Kb3392Kb
P039
7.18%12.71%16.68%18.00%0.00%0.00%1.16s1.32s3.4Kb3.9Kb3976Kb4084Kb
P048
7.47%14.14%18.71%22.64%0.00%0.00%0.44s0.40s0.5Kb0.7Kb5888Kb5920Kb
P041
7.61%14.43%20.64%21.61%0.00%0.00%0.17s0.20s9.1Kb9.1Kb1032Kb1068Kb
P113
7.65%11.68%15.54%19.61%0.00%0.00%0.67s0.69s53.3Kb93.2Kb11936Kb12260Kb
P068
7.68%13.86%21.68%24.96%0.00%0.00%0.63s0.65s7.9Kb7.9Kb4468Kb4456Kb
P111
8.31%16.82%28.82%34.86%0.00%0.00%0.64s0.64s1.6Kb2.1Kb2032Kb2036Kb
P052
8.41%14.82%21.36%33.61%0.14%0.09%0.28s0.26s3.2Kb6.5Kb4380Kb4268Kb
P016
8.87%14.64%20.04%24.82%0.00%0.00%0.16s0.35s14.3Kb24.2Kb2396Kb3712Kb
P120
8.94%19.04%26.07%35.46%0.00%0.00%1.90s2.00s0.5Kb1.1Kb12144Kb12492Kb
P099
9.55%19.07%30.21%35.86%0.00%0.00%0.46s0.44s0.5Kb0.5Kb6488Kb5920Kb
P027
9.78%19.79%30.54%55.32%0.00%0.00%1.05s3.26s4.9Kb5.0Kb5156Kb7568Kb
P050
10.06%16.43%22.79%25.50%0.00%0.00%0.67s0.66s1.3Kb1.3Kb5324Kb5332Kb
P011
10.39%16.36%22.04%26.39%0.00%0.00%0.70s0.69s1.6Kb1.6Kb2780Kb2784Kb
P112
10.57%24.04%40.82%100.00%0.14%0.09%0.35s0.36s1.3Kb1.3Kb5276Kb7720Kb
P072
10.81%23.43%37.54%41.21%0.00%0.00%0.12s0.12s2.8Kb3.5Kb2104Kb2108Kb
P002
10.85%23.57%34.36%35.71%0.00%0.00%2.13s2.84s42.9Kb44.1Kb39968Kb42180Kb
P105
11.25%26.29%37.11%47.75%0.00%0.00%0.37s0.36s0.8Kb1.7Kb1932Kb1936Kb
P051
11.93%33.68%73.64%91.86%0.00%0.03%0.14s0.18s5.3Kb5.3Kb4144Kb6740Kb
P067
12.48%24.39%31.64%45.14%0.00%0.18%0.07s0.08s3.0Kb3.2Kb1288Kb1308Kb
P080
13.53%26.89%29.07%34.00%0.00%73.48%0.62s0.61s0.5Kb0.5Kb3048Kb3052Kb
P078
13.65%35.11%46.54%49.82%0.00%0.00%0.19s0.18s0.4Kb0.8Kb4976Kb4988Kb
P087
14.03%31.21%42.54%50.64%0.00%0.00%0.28s0.28s0.1Kb0.3Kb1920Kb1988Kb
P093
15.30%30.43%37.29%49.21%0.00%0.00%0.08s0.09s0.9Kb2.0Kb1176Kb1188Kb
P006
19.36%45.86%62.68%74.36%0.00%1.37%0.34s0.32s64.5Kb64.5Kb2200Kb3096Kb
P118
25.69%49.96%63.46%76.11%0.00%7.57%2.90s3.85s2400.0Kb2400.0Kb4336Kb7376Kb
P109
35.30%90.71%98.46%99.86%0.57%0.19%1.47s1.24s1152.9Kb2143.0Kb7316Kb8116Kb
P106
35.68%83.89%92.86%94.18%0.00%0.00%0.26s0.34s2.3Kb2.3Kb6372Kb6404Kb
P079
41.94%60.25%66.50%68.46%0.00%0.00%1.92s2.78s512.0Kb512.0Kb11968Kb13512Kb
P104
50.00%100.00%100.00%100.00%0.00%100.00%7.93s7.99s0.4Kb0.9Kb15980Kb16100Kb


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.







© 2003 Biometric System Lab - University of Bologna For information or suggestions: fvc2004@csr.unibo.it