Appendix B: SDKs ranked by TAR @ FAR 0.01% for each dataset. 

DOS-C DHS2-C 

RI LI RI LI 

R 99.13 R 97.64 I 98.17 I 98.49 

I 98.91 H 97.41 R 97.68 R 97.97 

H 98.89 I 97.17 H 97.37 F 97.45 

O 98.80 O 97.02 O 97.11 H 97.31 

Q 98.61 Q 96.69 F 97.06 Q 97.17 

P 98.04 P 95.79 Q 96.61 O 96.80 

F 97.62 F 95.32 J 96.56 J 96.16 

J 97.05 J 94.40 G 96.56 G 96.16 

G 96.91 G 93.91 P 95.60 D 95.72 

C 96.39 D 93.53 D 95.30 P 95.37 

D 96.01 C 93.13 N 92.71 C 91.03 

K 94.24 K 89.86 C 90.86 N 90.78 

N 94.01 N 88.96 K 88.67 K 88.17 

B 91.03 B 84.27 L 80.98 L 80.13 

L 87.80 L 81.43 VTB 79.45 VTB 77.63 

A 87.63 A 78.09 B 74.99 B 74.07 

VTB 83.20 VTB 75.68 A 52.39 A 50.05 

E 79.18 E 67.81 E 40.33 E 41.04 

M 71.06 M 51.55 M 23.77 M 19.84 

AVG 92.87 87.88 83.80 83.23

B-1
VISIT_POE VISIT_POE_BVA 

RI LI RI LI 

R 98.94 R 98.78 R 99.63 R 98.79 

H 98.92 H 98.69 I 99.50 H 98.70 

O 98.72 I 98.55 H 99.40 I 98.62 

I 98.68 O 98.30 O 99.21 O 98.42 

F 98.30 P 97.74 F 98.89 Q 97.94 

P 98.21 F 97.53 P 98.69 P 97.66 

Q 97.76 Q 97.22 Q 98.68 F 97.66 

J 97.48 J 96.81 J 98.22 J 97.12 

D 97.46 G 96.27 G 98.18 G 96.31 

C 97.39 C 96.16 D 97.99 D 96.25 

G 96.91 D 96.12 C 97.63 C 95.87 

N 95.46 N 94.37 N 96.18 N 94.34 

K 94.92 K 92.87 K 95.64 K 92.63 

L 89.88 L 87.58 L 91.22 L 87.26 

A 87.80 B 84.61 A 89.44 B 83.02 

VTB 83.66 A 82.18 B 88.17 A 82.28 

M 78.68 VTB 81.18 VTB 82.95 VTB 78.10 

E 73.75 E 70.57 E 76.56 E 69.56 

B NA M 69.78 M 59.60 M 45.00 

AVG 93.50 91.33 92.94 89.76

B-2
BEN 

RT LT RI LI 

H 99.65 H 99.58 H 99.07 H 98.19 

R 99.54 R 99.39 R 98.97 R 97.78 

I 99.52 I 99.34 O 98.70 O 97.46 

O 99.40 J 99.16 I 98.62 I 97.29 

J 99.36 Q 99.04 P 98.17 J 96.32 

F 99.23 O 99.03 F 97.93 Q 96.29 

Q 99.21 F 98.90 J 97.84 P 96.27 

P 99.16 G 98.86 Q 97.78 F 96.07 

G 98.93 P 98.55 G 97.36 G 95.28 

C 98.81 D 97.98 D 96.45 D 94.24 

D 98.75 C 97.79 C 96.36 N 94.13 

N 98.19 N 97.39 N 96.32 C 93.31 

K 98.18 K 97.00 K 94.79 K 91.15 

L 97.81 L 96.78 L 91.82 L 88.54 

VTB 96.20 VTB 94.67 A 90.86 A 84.76 

A 96.08 A 92.04 VTB 88.54 VTB 83.21 

B 93.30 B 90.00 B 86.20 B 79.85 

M 93.09 M 88.96 E 72.72 E 63.36 

E 91.48 E 87.63 M 36.13 M 34.02 

AVG 97.68 96.43 91.30 88.29 

B-3
DHS10 

RT LT RI LI 

R 98.27 R 97.98 R 95.68 H 95.80 

I 97.78 I 97.89 H 95.60 R 95.55 

H 97.73 H 97.75 O 94.84 O 94.99 

O 97.12 O 96.67 I 94.63 I 94.29 

J 96.67 Q 96.57 J 92.93 J 91.95 

Q 96.61 J 96.52 F 92.30 Q 91.86 

F 96.44 F 96.20 P 92.25 P 91.75 

G 96.09 G 95.55 Q 91.97 F 90.86 

D 95.27 D 94.55 G 90.67 G 89.91 

P 95.23 P 94.49 D 89.65 D 88.90 

C 92.44 N 90.96 N 89.32 N 87.97 

N 91.70 L 90.53 C 87.91 C 86.34 

L 91.50 K 90.51 K 87.36 K 86.25 

K 89.59 C 90.05 L 79.88 L 79.18 

VTB 83.98 VTB 83.99 A 77.49 A 74.07 

E 78.89 E 75.33 VTB 73.70 VTB 73.51 

A 77.19 A 74.80 B 72.04 B 68.57 

M 67.22 M 64.89 E 59.33 E 57.15 

B 66.31 B 62.97 M 33.79 M 33.65 

AVG 89.79 88.85 83.75 82.77

B-4
TXDPS 

RT LT RI LI 

R 99.21 R 99.03 R 98.67 R 98.25 

H 99.11 H 98.82 H 98.40 H 98.02 

I 98.90 I 98.46 O 98.16 O 97.56 

O 98.65 Q 98.32 I 98.14 I 97.36 

J 98.56 O 98.17 J 97.75 J 96.95 

G 98.11 J 98.04 Q 97.26 Q 96.32 

P 97.75 G 97.28 P 97.10 P 95.85 

Q 97.26 P 96.75 G 96.70 G 95.85 

F 97.07 F 95.53 F 96.43 F 95.07 

D 95.89 N 94.38 N 95.92 N 94.67 

N 95.65 D 93.85 D 95.11 C 93.89 

L 94.98 L 93.45 C 95.10 D 93.75 

K 94.92 K 93.44 K 94.64 K 93.68 

VTB 89.96 VTB 88.59 L 89.40 L 87.36 

E 83.60 C 83.84 A 87.48 VTB 84.64 

C 83.00 E 79.62 VTB 86.01 A 81.16 

A 81.64 A 77.88 B 81.65 B 76.36 

M 66.61 M 67.58 E 76.32 E 71.32 

B 61.57 B 62.72 M 46.63 M 46.50 

AVG 91.18 90.30 90.89 89.19 

B-5
OHIO_P2P

RT RI RM RR RL 

R 99.89 R 99.83 Q 99.77 Q 99.30 H 99.09 

I 99.89 H 99.83 H 99.77 R 99.23 R 99.06 

H 99.89 O 99.77 R 99.72 I 99.17 I 98.91 

F 99.83 Q 99.71 I 99.67 H 99.03 O 98.87 

O 99.77 I 99.71 O 99.65 F 98.80 P 98.51 

Q 99.71 F 99.66 F 99.54 O 98.63 F 98.31 

D 99.61 P 99.60 P 99.49 P 98.23 Q 98.23 

J 99.59 D 99.52 J 98.96 J 97.81 D 96.37 

G 99.57 G 99.49 D 98.79 D 97.72 J 95.25 

P 99.49 J 99.31 G 98.55 C 97.35 G 94.69 

C 99.43 C 99.09 C 98.28 G 97.27 C 94.49 

L 99.19 K 98.59 N 96.68 N 94.95 K 93.21 

K 98.25 N 97.96 K 96.41 K 94.87 N 93.13 

N 97.99 A 97.57 L 96.21 L 94.44 L 85.12 

A 97.73 L 97.47 A 94.03 B 90.12 B 82.19 

VTB 95.99 VTB 94.81 VTB 91.16 VTB 89.14 A 81.11 

B 94.68 E 87.53 B 91.12 A 88.27 VTB 80.77 

E 93.82 M 37.23 E 86.08 E 82.76 E 68.78 

M 92.78 B NA M 42.13 M 35.73 M 21.38 

AVG 98.27 94.82 94.00 92.25 88.29 

B-6
OHIO_P2P

LT LI LM LR LL 

R 99.89 R 99.71 R 99.53 R 99.13 H 98.68 

O 99.89 H 99.71 H 99.38 H 99.07 O 98.40 

I 99.89 O 99.66 I 99.37 I 99.03 R 98.33 

H 99.89 I 99.66 Q 99.31 Q 98.97 Q 97.88 

F 99.89 Q 99.60 O 99.14 O 98.74 I 97.71 

D 99.81 P 99.49 F 99.09 F 98.58 P 97.19 

Q 99.77 F 99.37 P 98.86 P 98.16 F 96.59 

G 99.66 C 99.14 J 98.28 D 97.87 D 94.59 

P 99.60 G 99.08 D 97.95 J 97.34 J 94.25 

J 99.60 J 98.88 G 97.94 C 96.79 G 92.61 

C 99.14 D 98.74 C 97.88 G 96.77 C 90.95 

L 99.04 N 98.26 K 95.96 K 93.64 K 90.72 

K 98.47 K 98.25 N 95.79 N 93.51 N 89.38 

N 97.89 L 96.55 L 95.09 L 92.96 L 79.81 

VTB 95.02 A 95.99 A 92.54 VTB 88.27 B 78.05 

A 94.00 VTB 95.17 VTB 90.49 A 87.38 A 76.04 

B 91.62 B 93.48 B 88.22 B 86.56 VTB 75.90 

E 91.05 E 87.94 E 82.62 E 81.47 E 64.32 

M 89.23 M 42.89 M 36.76 M 34.37 M 12.48 

AVG 97.54 94.82 92.85 91.51 85.47 

B-7
OHIO_P2R

RT RI RM RR RL 

R 99.89 H 99.81 R 99.71 R 99.18 H 98.79 

I 99.85 I 99.77 H 99.70 H 99.16 O 98.57 

H 99.73 R 99.71 I 99.58 Q 99.14 R 98.44 

Q 99.71 O 99.61 Q 99.54 I 99.08 I 98.38 

F 99.70 Q 99.57 O 99.43 O 98.74 Q 98.12 

O 99.49 P 99.37 P 99.26 F 98.36 P 97.92 

D 99.39 F 99.37 F 99.18 P 97.89 F 97.05 

G 99.30 D 99.12 G 98.56 D 97.80 J 96.15 

J 99.22 C 99.07 J 98.54 J 97.53 D 95.55 

P 98.86 G 98.99 D 98.48 C 97.04 G 95.15 

L 98.82 J 98.79 C 98.42 G 96.99 C 94.90 

C 98.29 N 98.56 L 97.84 L 95.28 N 92.43 

K 97.88 K 98.09 N 97.32 N 95.09 K 90.07 

N 97.42 L 97.46 K 96.10 K 94.19 L 87.97 

VTB 93.44 A 95.98 A 93.48 A 86.01 A 80.01 

A 93.02 VTB 90.21 VTB 87.76 B 83.19 B 77.24 

E 91.39 E 85.88 B 87.40 VTB 82.52 VTB 73.25 

B 88.82 M 63.61 E 86.12 E 81.27 E 70.90 

M 88.45 B NA M 64.84 M 50.89 M 30.07 

AVG 96.98 95.72 94.80 92.07 87.95 

B-8
OHIO_P2R

LT LI LM LR LL 

I 99.81 H 99.66 H 99.62 R 98.88 R 98.86 

R 99.77 R 99.60 R 99.54 Q 98.86 H 98.71 

H 99.70 I 99.54 Q 99.49 I 98.79 Q 98.45 

F 99.64 O 99.42 I 99.48 H 98.75 O 98.29 

Q 99.54 Q 99.26 P 99.14 O 97.97 I 98.10 

G 99.39 P 99.26 O 99.14 F 97.59 P 97.39 

J 99.30 F 99.12 F 98.84 P 96.87 F 96.03 

D 99.19 J 99.00 D 98.40 D 96.70 J 94.42 

O 99.14 G 98.81 C 98.33 J 96.58 D 94.39 

C 98.71 D 98.74 J 98.23 C 95.85 C 93.92 

P 98.69 C 98.63 G 97.97 G 95.82 G 93.61 

L 98.53 N 97.98 N 96.84 N 93.07 N 91.32 

K 97.42 K 97.88 K 96.21 L 92.19 K 89.25 

N 97.37 L 96.81 L 96.19 K 92.00 L 84.42 

VTB 91.90 A 95.46 A 91.41 A 83.51 A 76.25 

A 90.70 VTB 90.28 VTB 86.88 E 78.89 B 73.72 

E 88.94 B 88.91 E 84.38 B 77.91 E 68.72 

B 84.99 E 85.37 B 84.09 VTB 77.41 VTB 66.76 

M 83.54 M 59.55 M 53.78 M 49.18 M 28.93 

AVG 96.12 94.91 93.58 90.36 86.40 

B-9
SD29_P2P 

RT LT RI LI RM LM 

R 100.0 Q 100.0 O 99.44 H 98.33 R 98.89 R 99.44 

Q 100.0 R 99.44 R 98.33 I 97.27 H 98.33 O 98.37 

J 99.44 I 99.44 H 98.33 R 97.22 P 97.78 I 98.33 

H 99.44 H 99.44 J 97.78 P 97.22 O 97.22 H 98.33 

O 98.89 P 98.33 P 96.67 O 97.22 I 97.22 J 97.22 

I 98.89 O 98.33 I 96.25 Q 96.25 Q 96.11 Q 96.81 

P 98.33 J 98.33 F 94.72 F 94.44 J 95.84 P 96.67 

G 98.33 G 97.78 D 94.03 C 94.44 K 95.06 G 96.11 

C 98.33 F 97.78 Q 93.97 K 94.03 G 94.03 F 95.42 

F 96.39 N 97.22 N 93.41 J 94.03 F 93.89 D 92.82 

D 95.84 D 95.60 C 93.33 D 92.99 C 93.89 K 92.78 

N 95.00 C 95.00 G 92.30 N 92.22 N 93.33 C 92.22 

L 92.22 L 92.36 K 90.56 G 91.67 D 90.84 N 89.83 

A 92.22 A 90.28 L 85.70 L 84.58 A 85.00 L 85.87 

K 90.56 M 89.44 A 79.76 A 80.28 L 82.78 A 81.15 

M 89.44 K 89.37 B 78.33 VTB 80.08 VTB 79.49 VTB 77.61 

B 86.11 B 83.33 VTB 75.04 B 72.92 B 77.36 B 76.25 

E 81.32 VTB 78.97 E 61.67 E 64.17 E 61.81 E 61.11 

VTB 76.67 E 77.78 M 24.44 M 28.47 M 33.89 M 23.89 

B-10
SD29_P2R 

RT LT RI LI RM LM 

R 100.0 R 99.17 R 99.35 O 98.61 H 99.58 H 99.44 

H 99.86 H 98.75 H 99.31 H 98.61 R 99.31 R 99.31 

I 99.72 I 98.65 O 99.03 I 98.28 I 98.89 Q 99.17 

Q 99.44 Q 98.61 I 98.73 R 97.92 O 98.75 I 99.03 

O 99.31 O 98.61 P 97.87 P 97.36 Q 98.33 O 98.96 

G 98.98 J 98.19 Q 97.78 Q 96.67 J 97.92 J 98.50 

J 98.89 G 97.85 J 97.29 J 95.75 F 97.81 F 97.53 

F 98.75 P 97.78 F 96.26 F 95.70 G 97.50 G 96.85 

D 98.46 F 97.52 G 96.25 K 94.62 P 97.36 P 96.67 

P 98.19 D 96.68 N 94.63 G 94.44 K 96.03 D 95.42 

N 96.60 N 95.28 D 94.29 N 93.75 C 95.97 K 94.58 

C 96.39 C 94.58 K 93.04 D 93.32 D 95.89 N 94.17 

K 95.42 K 94.28 C 92.78 C 93.06 N 95.83 C 94.03 

L 94.17 L 93.19 A 86.94 L 83.09 A 90.69 L 88.99 

VTB 89.21 VTB 87.73 L 86.54 A 82.50 L 88.28 A 85.64 

A 87.10 A 85.28 VTB 78.83 VTB 78.91 VTB 83.84 VTB 81.48 

M 83.69 M 82.76 B 77.42 B 74.03 B 80.83 B 75.14 

E 82.50 E 79.60 E 66.03 E 66.87 E 71.77 E 68.44 

B 76.53 B 76.20 M 46.26 M 42.69 M 49.03 M 43.66 

B-11
SD29_R2R 

RT LT RI LI RM LM 

R 100.0 R 100.0 R 100.0 O 100.0 R 100.0 R 100.0 

Q 100.0 Q 100.0 O 100.0 J 100.0 Q 100.0 P 100.0 

O 100.0 H 100.0 I 100.0 I 100.0 O 100.0 O 100.0 

K 100.0 G 99.73 H 100.0 H 100.0 I 100.0 I 100.0 

I 100.0 J 99.44 Q 99.44 G 99.49 H 100.0 H 100.0 

H 100.0 I 99.44 G 99.44 R 99.44 L 99.44 Q 99.44 

J 99.44 O 98.89 F 99.44 Q 99.44 G 99.44 G 99.44 

G 99.44 F 98.89 P 98.89 P 98.89 F 99.44 J 98.89 

P 98.89 D 98.89 J 98.89 F 97.78 P 98.89 F 98.41 

N 98.89 P 97.78 D 98.33 D 97.78 J 98.89 L 98.33 

L 98.89 L 97.22 C 97.22 K 96.82 D 98.89 C 98.33 

F 98.89 K 96.67 N 95.56 N 95.56 K 98.33 K 97.78 

D 98.89 N 96.11 K 95.56 L 95.56 C 98.33 D 97.22 

C 97.78 C 93.33 L 95.08 C 95.56 N 97.61 N 95.56 

VTB 94.72 VTB 91.27 A 93.95 A 90.84 VTB 95.58 A 90.56 

A 88.89 A 85.32 VTB 89.45 VTB 88.20 A 93.89 VTB 88.48 

M 86.90 M 81.81 M 87.22 B 80.70 M 90.56 M 85.0 

E 86.67 E 81.67 E 83.33 M 79.86 E 85.0 E 82.78 

B 77.22 B 72.22 B 82.22 E 79.03 B 83.97 B 82.78 

B-12