Algorithm Participant Participant's Latest? 🏳️ Self-Identified Country Operating System Completion Date E1N API Version Class A (Two Finger): FNIR @ Rank ≤1 Class A (Two Finger): FNIR @ Rank ≤2 Class A (Two Finger): FNIR @ Rank ≤5 Class A (Two Finger): FNIR @ Rank ≤10 Class B (Left Slap): FNIR @ Rank ≤1 Class B (Left Slap): FNIR @ Rank ≤2 Class B (Left Slap): FNIR @ Rank ≤5 Class B (Left Slap): FNIR @ Rank ≤10 Class B (Right Slap): FNIR @ Rank ≤1 Class B (Right Slap): FNIR @ Rank ≤2 Class B (Right Slap): FNIR @ Rank ≤5 Class B (Right Slap): FNIR @ Rank ≤10 Class B (Left and Right Slap): FNIR @ Rank ≤1 Class B (Left and Right Slap): FNIR @ Rank ≤2 Class B (Left and Right Slap): FNIR @ Rank ≤5 Class B (Left and Right Slap): FNIR @ Rank ≤10 Class B: FNIR @ Rank ≤1 Class B: FNIR @ Rank ≤2 Class B: FNIR @ Rank ≤5 Class B: FNIR @ Rank ≤10 Class C (Plain): FNIR @ Rank ≤1 Class C (Plain): FNIR @ Rank ≤2 Class C (Plain): FNIR @ Rank ≤5 Class C (Plain): FNIR @ Rank ≤10 Class C (Roll): FNIR @ Rank ≤1 Class C (Roll): FNIR @ Rank ≤2 Class C (Roll): FNIR @ Rank ≤5 Class C (Roll): FNIR @ Rank ≤10 Class C (Plain vs Roll): FNIR @ Rank ≤1 Class C (Plain vs Roll): FNIR @ Rank ≤2 Class C (Plain vs Roll): FNIR @ Rank ≤5 Class C (Plain vs Roll): FNIR @ Rank ≤10 Class A (Two Finger): FNIR @ FPIR ≤0.001 Class A (Two Finger): FNIR @ FPIR ≤0.005 Class A (Two Finger): FNIR @ FPIR ≤0.01 Class B (Left Slap): FNIR @ FPIR ≤0.001 Class B (Left Slap): FNIR @ FPIR ≤0.005 Class B (Left Slap): FNIR @ FPIR ≤0.01 Class B (Right Slap): FNIR @ FPIR ≤0.001 Class B (Right Slap): FNIR @ FPIR ≤0.005 Class B (Right Slap): FNIR @ FPIR ≤0.01 Class B (Left and Right Slap): FNIR @ FPIR ≤0.001 Class B (Left and Right Slap): FNIR @ FPIR ≤0.005 Class B (Left and Right Slap): FNIR @ FPIR ≤0.01 Class B: FNIR @ FPIR ≤0.001 Class B: FNIR @ FPIR ≤0.005 Class B: FNIR @ FPIR ≤0.01 Class C (Plain): FNIR @ FPIR ≤0.001 Class C (Plain): FNIR @ FPIR ≤0.005 Class C (Plain): FNIR @ FPIR ≤0.01 Class C (Roll): FNIR @ FPIR ≤0.001 Class C (Roll): FNIR @ FPIR ≤0.005 Class C (Roll): FNIR @ FPIR ≤0.01 Class C (Plain vs Roll): FNIR @ FPIR ≤0.001 Class C (Plain vs Roll): FNIR @ FPIR ≤0.005 Class C (Plain vs Roll): FNIR @ FPIR ≤0.01 Mean Left Index (Plain) Search Template (kB) Mean Right Index (Plain) Search Template (kB) Mean Left + Right Index (Plain) Search Template (kB) Mean Left Slap Search Template (kB) Mean Right Slap Search Template (kB) Mean Left + Right Slap Search Template (kB) Mean Identification Flats Search Template (kB) Mean Ten Fingers (Plain) Search Template (kB) Mean Ten Fingers (Roll) Search Template (kB) Mean Left + Right Index (Plain) Exemplar Template (kB) Mean Identification Flats Exemplar Template (kB) Mean Ten Fingers (Plain) Exemplar Template (kB) Mean Ten Fingers (Roll) Exemplar Template (kB) Mean Left Index (Plain) Search Template Creation Time (ms) Mean Right Index (Plain) Search Template Creation Time (ms) Mean Left + Right Index (Plain) Search Template Creation Time (ms) Mean Left Slap Search Template Creation Time (ms) Mean Right Slap Search Template Creation Time (ms) Mean Left + Right Slap Search Template Creation Time (ms) Mean Identification Flats Search Template Creation Time (ms) Mean Ten Fingers (Plain) Search Template Creation Time (ms) Mean Ten Fingers (Roll) Search Template Creation Time (ms) Mean Left + Right Index (Plain) Exemplar Template Creation Time (ms) Mean Identification Flats Exemplar Template Creation Time (ms) Mean Ten Fingers (Plain) Exemplar Template Creation Time (ms) Mean Ten Fingers (Roll) Exemplar Template Creation Time (ms) Mean Non-mated Left Index (Plain) vs. 100000 Subjects of Left + Right Index (Plain) Search (ms) Mean Mated Left Index (Plain) vs. 100000 Subjects of Left + Right Index (Plain) Search (ms) Mean Non-mated Right Index (Plain) vs. 100000 Subjects of Left + Right Index (Plain) Search (ms) Mean Mated Right Index (Plain) vs. 100000 Subjects of Left + Right Index (Plain) Search (ms) Mean Non-mated Left + Right Index (Plain) vs. 1600000 Subjects of Left + Right Index (Plain) Search (ms) Mean Mated Left + Right Index (Plain) vs. 1600000 Subjects of Left + Right Index (Plain) Search (ms) Mean Non-mated Left Slap vs. 3000000 Subjects of Identification Flats Search (ms) Mean Mated Left Slap vs. 3000000 Subjects of Identification Flats Search (ms) Mean Non-mated Right Slap vs. 3000000 Subjects of Identification Flats Search (ms) Mean Mated Right Slap vs. 3000000 Subjects of Identification Flats Search (ms) Mean Non-mated Left + Right Slap vs. 3000000 Subjects of Identification Flats Search (ms) Mean Mated Left + Right Slap vs. 3000000 Subjects of Identification Flats Search (ms) Mean Non-mated Identification Flats vs. 3000000 Subjects of Identification Flats Search (ms) Mean Mated Identification Flats vs. 3000000 Subjects of Identification Flats Search (ms) Mean Non-mated Ten Fingers (Plain) vs. 5000000 Subjects of Ten Fingers (Plain) Search (ms) Mean Mated Ten Fingers (Plain) vs. 5000000 Subjects of Ten Fingers (Plain) Search (ms) Mean Non-mated Ten Fingers (Plain) vs. 5000000 Subjects of Ten Fingers (Roll) Search (ms) Mean Mated Ten Fingers (Plain) vs. 5000000 Subjects of Ten Fingers (Roll) Search (ms) Mean Non-mated Ten Fingers (Roll) vs. 5000000 Subjects of Ten Fingers (Roll) Search (ms) Mean Mated Ten Fingers (Roll) vs. 5000000 Subjects of Ten Fingers (Roll) Search (ms)
tech5impl+0008 TECH5 USA INC PDF Yes 🇺🇸 United States Ubuntu 24.04.3 LTS 2026-03-02 1.1.0 0.0047 0.0047 0.0046 0.0046 0.0010 0.0010 0.0009 0.0009 0.0014 0.0012 0.0012 0.0011 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0047 0.0018 0.0017 0.0015 0.0046 0.0013 0.0010 0.0010 0.0043 0.0023 0.0018 0.0018 0.0057 0.0051 0.0050 0.0021 0.0020 0.0014 0.0024 0.0020 0.0016 0.0004 0.0001 0.0001 0.0001 0.0001 0.0001 0.0019 0.0015 0.0015 0.0013 0.0010 0.0010 0.0018 0.0018 0.0018 2.7 2.7 5.4 11.4 11.3 22.7 30.6 33.4 61.5 5.6 30.6 32.8 62.1 344 350 688 1507 1536 3066 3990 4543 8371 709 3924 4449 8523 50 57 51 53 101 103 63 70 63 68 51 56 38 44 43 43 39 41 39 40
identy+0001 Identy Inc PDF Yes 🇺🇸 United States Ubuntu 24.04.3 LTS 2026-02-23 1.1.0 0.0003 0.0002 0.0002 0.0002 0.0026 0.0026 0.0026 0.0025 0.0010 0.0009 0.0009 0.0007 0.0000 0.0000 0.0000 0.0000 0.0001 0.0001 0.0001 0.0001 0.0032 0.0014 0.0009 0.0009 0.0032 0.0009 0.0008 0.0008 0.0038 0.0011 0.0008 0.0008 0.0006 0.0006 0.0006 0.0031 0.0030 0.0025 0.0012 0.0010 0.0010 0.0000 0.0000 0.0000 0.0001 0.0001 0.0001 0.0011 0.0010 0.0010 0.0008 0.0008 0.0008 0.0009 0.0008 0.0008 2.5 2.5 5.0 10.6 10.5 21.1 28.4 31.6 46.5 5.1 28.1 31.4 47.1 244 243 490 2188 2162 4349 6327 6069 5178 508 6293 6172 5288 1530 1594 1562 1561 12651 13070 8645 8825 8434 8881 1845 1865 2137 2154 3697 3707 3885 3912 3722 3804
nec+0002 NEC PDF Yes 🇯🇵 Japan Ubuntu 24.04.3 LTS 2026-02-02 1.1.0 0.0002 0.0002 0.0002 0.0002 0.0011 0.0011 0.0010 0.0005 0.0004 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0004 0.0001 0.0001 0.0001 0.0033 0.0008 0.0006 0.0006 0.0031 0.0010 0.0006 0.0006 0.0031 0.0010 0.0008 0.0008 0.0002 0.0002 0.0002 0.0032 0.0012 0.0009 0.0011 0.0004 0.0004 0.0002 0.0002 0.0001 0.0002 0.0001 0.0001 0.0010 0.0006 0.0006 0.0008 0.0006 0.0006 0.0008 0.0008 0.0008 4.6 4.6 5.3 6.6 6.6 9.2 10.7 11.2 12.3 5.3 10.7 11.1 12.4 1410 1412 2944 5974 5962 11946 15037 15329 15854 2832 15744 15302 15882 253 337 255 287 2317 2939 5772 8943 4160 5408 4639 5774 2977 3518 5217 5361 4989 5211 5513 5695
hisign+000C Beijing Hisign Technology Co., Ltd. PDF Yes 🇨🇳 China Ubuntu 24.04.3 LTS 2026-01-26 1.1.0 0.0002 0.0002 0.0002 0.0002 0.0043 0.0042 0.0041 0.0041 0.0057 0.0057 0.0057 0.0057 0.0016 0.0016 0.0016 0.0016 0.0014 0.0014 0.0014 0.0014 0.0279 0.0277 0.0277 0.0277 0.0009 0.0006 0.0006 0.0006 0.0102 0.0102 0.0102 0.0102 0.0004 0.0004 0.0004 0.0061 0.0057 0.0056 0.0064 0.0064 0.0064 0.0019 0.0017 0.0017 0.0016 0.0015 0.0015 0.0283 0.0277 0.0277 0.0006 0.0006 0.0006 0.0102 0.0102 0.0102 3.2 3.2 6.4 12.8 12.8 25.6 35.3 40.2 70.4 6.7 34.5 40.3 72.5 1651 1644 3289 7227 7196 14397 18233 19527 26332 3393 18422 19278 26357 79 79 107 107 2349 2353 13194 13152 15681 15693 26134 26016 32863 32740 59391 59406 64840 64879 73939 73947
dermalog+0003 DERMALOG Identification Systems GmbH PDF Yes 🇩🇪 Germany Ubuntu 24.04.3 LTS 2026-01-23 1.1.0 0.0008 0.0006 0.0005 0.0005 0.0007 0.0006 0.0006 0.0005 0.0007 0.0007 0.0007 0.0007 0.0000 0.0000 0.0000 0.0000 0.0004 0.0000 0.0000 0.0000 0.0031 0.0006 0.0004 0.0004 0.0032 0.0008 0.0006 0.0006 0.0033 0.0009 0.0006 0.0006 0.0009 0.0009 0.0009 0.0011 0.0006 0.0006 0.0009 0.0007 0.0007 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0005 0.0004 0.0004 0.0008 0.0008 0.0006 0.0008 0.0006 0.0006 2.1 2.1 4.1 8.2 8.2 16.3 20.9 21.4 25.4 4.1 20.8 21.4 25.7 211 210 428 855 853 1710 2331 2636 5122 441 2303 2628 5319 62 63 57 58 1009 1012 3080 3123 3045 3074 4745 4812 4886 4984 8338 8465 9943 10054 9598 9730
miaxis+0003 MIAXIS BIOMETRICS CO., LTD PDF Yes 🇨🇳 China Ubuntu 24.04.3 LTS 2026-01-20 1.1.0 0.1780 0.1780 0.1780 0.1780 0.2841 0.2841 0.2841 0.2841 0.2849 0.2848 0.2848 0.2848 0.1502 0.1502 0.1502 0.1502 0.1023 0.1019 0.1019 0.1019 0.1288 0.1287 0.1285 0.1285 0.0783 0.0775 0.0774 0.0774 0.2033 0.2025 0.2024 0.2022 0.1810 0.1785 0.1781 0.2890 0.2871 0.2862 0.2879 0.2862 0.2860 0.1546 0.1530 0.1520 0.1065 0.1049 0.1039 0.1392 0.1324 0.1302 0.0807 0.0788 0.0781 0.2086 0.2040 0.2027 1.0 1.0 2.1 3.3 3.3 6.6 7.9 3.2 10.4 5.0 22.6 10.2 43.4 18 18 28 98 98 196 270 142 374 30 283 140 385 184 191 180 173 1579 1564 4195 5779 4238 4882 8406 10624 11170 14306 17071 16966 24547 22970 97525 101430
roc+0002 ROC PDF Yes 🇺🇸 United States Ubuntu 24.04.3 LTS 2025-12-23 1.1.0 0.0006 0.0006 0.0006 0.0006 0.0024 0.0022 0.0020 0.0019 0.0036 0.0035 0.0035 0.0035 0.0000 0.0000 0.0000 0.0000 0.0005 0.0000 0.0000 0.0000 0.0023 0.0005 0.0001 0.0001 0.0033 0.0008 0.0006 0.0006 0.0037 0.0010 0.0005 0.0005 0.0011 0.0009 0.0009 0.0064 0.0038 0.0033 0.0049 0.0041 0.0040 0.0010 0.0002 0.0002 0.0009 0.0002 0.0002 0.0006 0.0003 0.0003 0.0008 0.0006 0.0006 0.0008 0.0006 0.0005 7.4 7.3 14.8 32.4 33.2 65.6 88.6 99.0 182.5 15.3 84.6 95.4 184.6 293 291 585 1337 1341 2675 3503 3499 5128 600 3498 3480 5206 52 52 53 52 314 315 2835 2836 2429 2458 3913 3933 4807 4840 7714 7594 8913 8798 8320 8409
griauleimpl+0007 Griaule PDF Yes 🇧🇷 Brazil Ubuntu 24.04.3 LTS 2025-12-22 1.1.0 0.0658 0.0631 0.0620 0.0618 0.1529 0.1519 0.1509 0.1503 0.0500 0.0492 0.0479 0.0476 0.0231 0.0223 0.0221 0.0220 0.0098 0.0088 0.0084 0.0084 0.0108 0.0090 0.0089 0.0089 0.0083 0.0064 0.0059 0.0059 0.0136 0.0111 0.0095 0.0094 0.0974 0.0909 0.0867 0.1795 0.1739 0.1716 0.0690 0.0649 0.0623 0.0365 0.0336 0.0318 0.0161 0.0145 0.0142 0.9123 0.0654 0.0140 0.0084 0.0080 0.0080 0.0162 0.0146 0.0144 1.5 1.5 3.0 6.2 6.2 12.4 17.3 19.7 41.0 3.1 16.8 19.5 41.9 713 713 1441 2985 3036 5970 7831 8446 13541 1548 7896 8493 14643 57 70 55 54 1545 1732 9878 12425 9840 11085 10189 11827 17597 22278 31016 39373 43728 56054 76835 96786
Neurotechnology+0104 Neurotechnology PDF Yes 🇱🇹 Lithuania Ubuntu 24.04.3 LTS 2025-12-17 1.1.0 0.0002 0.0002 0.0002 0.0002 0.0000 0.0000 0.0000 0.0000 0.0001 0.0001 0.0001 0.0001 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0019 0.0005 0.0004 0.0004 0.0017 0.0006 0.0006 0.0006 0.0022 0.0009 0.0006 0.0006 0.0002 0.0002 0.0002 0.0001 0.0000 0.0000 0.0002 0.0001 0.0001 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0004 0.0004 0.0004 0.0006 0.0006 0.0006 0.0006 0.0006 0.0006 13.1 13.1 26.1 43.7 43.7 87.3 113.9 123.5 162.6 25.4 112.9 123.0 164.6 433 436 881 3427 3434 6796 4199 10456 10018 844 3558 10445 17240 2101 2705 1958 2395 18681 25110 34204 61363 32370 46424 26689 42564 34323 55407 55269 76681 67045 96941 111920 142667
innovatrics+0002 Innovatrics PDF Yes 🇸🇰 Slovakia Ubuntu 24.04.3 LTS 2025-12-01 1.1.0 0.0004 0.0003 0.0002 0.0002 0.0134 0.0131 0.0131 0.0131 0.0045 0.0045 0.0045 0.0045 0.0019 0.0016 0.0016 0.0016 0.0007 0.0006 0.0005 0.0005 0.0046 0.0023 0.0022 0.0022 0.0038 0.0015 0.0015 0.0015 0.0042 0.0020 0.0019 0.0019 0.0005 0.0005 0.0003 0.0137 0.0136 0.0136 0.0051 0.0049 0.0048 0.0020 0.0019 0.0017 0.0009 0.0007 0.0007 0.0029 0.0028 0.0023 0.0017 0.0015 0.0015 0.0019 0.0019 0.0019 2.3 2.3 4.6 15.8 15.8 31.6 39.2 41.1 81.6 4.7 37.9 41.4 85.9 328 327 656 3279 3271 6544 8260 7420 12519 727 8175 7486 13151 635 663 644 629 1431 1447 10898 11183 10919 11040 20482 20838 24025 24367 24266 25287 46998 50218 86509 100705
IDEMIA+0001 IDEMIA PDF Yes 🇫🇷 France Ubuntu 24.04.1 LTS 2025-11-18 1.1.0 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0001 0.0001 0.0004 0.0004 0.0004 0.0004 0.0001 0.0001 0.0000 0.0000 0.0005 0.0001 0.0000 0.0000 0.0015 0.0003 0.0001 0.0001 0.0017 0.0003 0.0001 0.0001 0.0022 0.0003 0.0001 0.0001 0.0003 0.0003 0.0003 0.0014 0.0009 0.0007 0.0007 0.0006 0.0006 0.0002 0.0001 0.0001 0.0002 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 17.1 17.1 34.2 68.9 68.9 137.7 175.3 180.5 219.2 21.6 107.9 107.6 107.5 1232 1217 2402 5302 5323 10738 13628 14915 20526 2540 13762 14871 20138 190 190 189 186 620 617 4632 4596 4505 4483 7187 7160 8623 8601 14767 14754 14706 14677 14632 14564
tech5impl+0005 TECH5 USA INC PDF No 🇺🇸 United States Ubuntu 24.04.1 LTS 2025-08-25 1.1.0 0.0004 0.0003 0.0003 0.0003 0.0522 0.0522 0.0520 0.0520 0.0427 0.0424 0.0424 0.0424 0.0113 0.0113 0.0113 0.0113 0.0006 0.0002 0.0002 0.0002 0.0042 0.0010 0.0005 0.0004 0.0034 0.0003 0.0003 0.0001 0.0037 0.0008 0.0003 0.0001 0.0010 0.0007 0.0006 0.0547 0.0537 0.0531 0.0503 0.0461 0.0454 0.0136 0.0122 0.0120 0.0014 0.0009 0.0007 0.0018 0.0011 0.0010 0.0003 0.0001 0.0001 0.0006 0.0004 0.0004 2.7 2.7 5.4 10.2 10.3 20.5 28.5 29.8 61.7 5.6 29.4 30.1 62.4 328 326 652 1349 1368 2712 3656 3988 7968 673 3797 4070 8180 185 189 388 384 7117 7120 19575 21647 58433 63941 77260 84761 110903 118326 168083 167656 176745 176439 199899 200005
innovatrics+0001 Innovatrics PDF No 🇸🇰 Slovakia Ubuntu 24.04.1 LTS 2025-05-05 1.1.0 0.0005 0.0004 0.0004 0.0003 0.0092 0.0087 0.0087 0.0087 0.0027 0.0027 0.0027 0.0027 0.0010 0.0007 0.0007 0.0007 0.0005 0.0002 0.0002 0.0002 0.0061 0.0024 0.0023 0.0023 0.0055 0.0031 0.0029 0.0029 0.0050 0.0024 0.0023 0.0023 0.0030 0.0026 0.0005 0.0160 0.0105 0.0099 0.0120 0.0046 0.0037 0.0022 0.0012 0.0011 0.0011 0.0007 0.0006 0.0039 0.0033 0.0029 0.0031 0.0031 0.0031 0.0024 0.0024 0.0024 2.3 2.3 4.6 15.8 15.8 31.6 39.2 40.8 78.3 4.7 38.0 41.0 82.2 403 403 805 3661 3635 7318 9146 8359 13942 875 9028 8389 14591 1168 1199 1175 1158 1509 1519 9126 9575 9110 9236 16846 17389 19518 20014 20925 21780 39278 40874 67925 77797