The Prague Texture Segmentation Datagenerator and Benchmark - Results
optimized
for

Results are sorted by criterion 'CS' (correct segmentation) in descending order. The sorting criterium or the order can be changed by clicking on the appropriate criterium label. Subset of compared results can be filtered by several filters below. The segmentation details (single mosaics and their corresponding criteria values) are visible by clicking on the order number. Below the criterium labels are mean and standard deviation of the values of displayed results. They are used to compute z-scores which are displayed in brackets. The ranks are displayed in parentheses.

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? 0 1   f1 = classification (supervised segmentation)
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? 0 1   f3 = known number of regions
? 0 1   f4 = [reserved]
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Filter by algorithm
Algorithm: Version:

   
Benchmark - Dynamic A f1 f2 f3 f4 AVG
RANK
NORM
criterion 'CS' (correct segmentation) in descending orderCS
62.10
±32.21
OS
21.49
±19.04
US
6.59
±13.99
ME
20.23
±29.17
NE
20.52
±28.41
O
14.40
±11.73
C
56.79
±40.57
CA
73.76
±15.50
CO
81.42
±12.03
CC
85.04
±13.37
I
18.58
±12.03
II
3.58
±3.42
EA
82.22
±12.71
MS
74.41
±17.84
RM
3.91
±2.13
CI
82.71
±12.56
GCE
18.80
±13.09
LCE
15.43
±12.61
BCE
29.18
±14.00
GBCE
25.81
±12.08
BGM
81.42
±12.03
SC
73.30
±14.20
SSC
75.13
±14.15
VD
15.21
±10.14
L
83.07
±10.76
AVI
4.89
±2.50
NVI
22.63
±15.78
NMI
72.68
±14.25
M
9.62
±5.71
ARI
71.52
±16.85
JC
65.14
±15.84
DC
77.63
±13.23
FMI
77.79
±13.27
WI
78.77
±15.34
WII
77.13
±13.04
NBDE
10.17
±2.98
 1.  xaos's AR3D+EM dyn e+pp   0 0 0 0  90.31 
 (2.94) 
 [0.757] 
92.68
(1)
[0.949]
39.47
(9)
[0.944]
0.00
(1)
[-0.471]
0.00
(1)
[-0.694]
0.00
(1)
[-0.722]
3.23
(1)
[-0.952]
13.25
(2)
[-1.073]
87.03
(4)
[0.856]
92.68
(1)
[0.936]
94.01
(6)
[0.671]
7.32
(1)
[-0.936]
1.32
(6)
[-0.660]
92.80
(4)
[0.832]
89.07
(3)
[0.822]
2.56
(5)
[-0.630]
93.07
(4)
[0.824]
11.13
(4)
[-0.586]
7.02
(2)
[-0.667]
17.16
(4)
[-0.858]
13.05
(1)
[-1.057]
92.68
(1)
[0.936]
86.70
(1)
[0.943]
87.03
(4)
[0.841]
7.27
(2)
[-0.784]
92.12
(4)
[0.841]
2.54
(1)
[-0.940]
12.03
(4)
[-0.672]
85.26
(1)
[0.883]
4.95
(3)
[-0.819]
85.06
(3)
[0.804]
78.87
(3)
[0.867]
88.19
(3)
[0.798]
88.20
(3)
[0.784]
89.45
(6)
[0.696]
86.96
(2)
[0.754]
8.31
(4)
[-0.625]
 2.  test's test lbp&ar3d + em   0 0 0 0  88.88 
 (2.22) 
 [0.738] 
92.57
(2)
[0.946]
21.96
(7)
[0.025]
0.00
(1)
[-0.471]
0.00
(1)
[-0.694]
4.32
(5)
[-0.570]
7.91
(4)
[-0.553]
100.00
(7)
[1.065]
89.88
(1)
[1.040]
92.57
(2)
[0.926]
96.90
(1)
[0.887]
7.43
(2)
[-0.926]
0.64
(1)
[-0.859]
94.64
(1)
[0.977]
91.03
(1)
[0.932]
1.27
(3)
[-1.234]
94.69
(1)
[0.953]
9.15
(2)
[-0.737]
8.71
(4)
[-0.533]
14.45
(1)
[-1.052]
14.01
(2)
[-0.977]
92.57
(2)
[0.926]
86.07
(2)
[0.899]
89.88
(1)
[1.043]
6.83
(1)
[-0.827]
94.31
(1)
[1.044]
3.00
(2)
[-0.756]
10.79
(1)
[-0.750]
83.35
(2)
[0.749]
4.08
(1)
[-0.971]
87.39
(1)
[0.942]
81.72
(1)
[1.047]
89.94
(1)
[0.931]
90.05
(1)
[0.923]
94.46
(1)
[1.023]
85.84
(3)
[0.668]
13.51
(10)
[1.122]
 3.  xaos's LBP + EM   0 0 0 0  88.42 
 (3.06) 
 [0.695] 
91.87
(3)
[0.924]
11.16
(4)
[-0.542]
0.00
(1)
[-0.471]
0.00
(1)
[-0.694]
4.34
(6)
[-0.570]
7.98
(5)
[-0.547]
100.00
(7)
[1.065]
88.62
(2)
[0.959]
91.87
(3)
[0.868]
96.13
(2)
[0.829]
8.13
(3)
[-0.868]
0.90
(4)
[-0.784]
93.90
(2)
[0.919]
89.97
(2)
[0.872]
1.04
(1)
[-1.343]
93.95
(2)
[0.894]
10.48
(3)
[-0.635]
9.97
(5)
[-0.433]
15.73
(2)
[-0.961]
15.22
(3)
[-0.878]
91.87
(3)
[0.868]
84.88
(3)
[0.815]
88.62
(2)
[0.953]
7.54
(3)
[-0.757]
93.44
(2)
[0.963]
3.34
(4)
[-0.619]
11.12
(2)
[-0.730]
81.51
(3)
[0.620]
4.54
(2)
[-0.890]
86.00
(2)
[0.859]
79.93
(2)
[0.934]
88.84
(2)
[0.848]
88.93
(2)
[0.839]
92.87
(2)
[0.919]
85.15
(4)
[0.615]
13.60
(11)
[1.152]
 4.  xaos's LBP + EM dynamic e+pp   0 0 0 0  87.61 
 (4.11) 
 [0.642] 
91.63
(4)
[0.917]
22.05
(8)
[0.029]
0.00
(1)
[-0.471]
0.00
(1)
[-0.694]
3.20
(4)
[-0.610]
6.71
(3)
[-0.655]
100.00
(7)
[1.065]
87.34
(3)
[0.876]
91.63
(4)
[0.848]
95.05
(5)
[0.748]
8.37
(4)
[-0.848]
1.10
(5)
[-0.725]
93.15
(3)
[0.860]
89.06
(4)
[0.821]
1.12
(2)
[-1.308]
93.24
(3)
[0.838]
11.71
(5)
[-0.542]
10.16
(6)
[-0.418]
16.99
(3)
[-0.871]
15.45
(4)
[-0.859]
91.63
(4)
[0.848]
84.49
(4)
[0.788]
87.34
(3)
[0.863]
7.91
(4)
[-0.720]
92.75
(3)
[0.900]
3.47
(6)
[-0.567]
11.83
(3)
[-0.684]
80.71
(5)
[0.563]
5.01
(4)
[-0.807]
84.58
(4)
[0.775]
78.13
(4)
[0.820]
87.72
(4)
[0.763]
87.79
(4)
[0.754]
91.40
(3)
[0.823]
84.32
(5)
[0.552]
12.93
(9)
[0.925]
 5.  richtrad's 3DFT 0.1   0 0 0 0  77.86 
 (7.61) 
 [-0.230] 
68.31
(5)
[0.193]
0.00
(1)
[-1.128]
0.00
(1)
[-0.471]
25.48
(7)
[0.180]
19.29
(7)
[-0.043]
13.98
(8)
[-0.036]
15.91
(4)
[-1.008]
67.47
(9)
[-0.406]
80.48
(9)
[-0.079]
82.26
(7)
[-0.208]
19.52
(9)
[0.079]
4.82
(7)
[0.362]
78.51
(8)
[-0.292]
70.72
(9)
[-0.207]
5.92
(9)
[0.943]
79.85
(8)
[-0.228]
26.19
(9)
[0.565]
22.89
(10)
[0.592]
34.48
(8)
[0.379]
31.18
(9)
[0.445]
80.48
(9)
[-0.079]
71.72
(8)
[-0.111]
67.47
(9)
[-0.542]
19.32
(9)
[0.405]
74.23
(9)
[-0.822]
6.76
(9)
[0.748]
34.39
(9)
[0.746]
63.57
(9)
[-0.639]
12.15
(8)
[0.444]
65.85
(8)
[-0.337]
58.40
(8)
[-0.426]
73.74
(8)
[-0.294]
73.81
(8)
[-0.300]
70.55
(7)
[-0.536]
77.22
(7)
[0.007]
9.53
(5)
[-0.215]
 6.  richtrad's 3DFT 0.1   0 0 0 0  77.43 
 (7.58) 
 [-0.236] 
66.74
(6)
[0.144]
0.00
(1)
[-1.128]
0.00
(1)
[-0.471]
25.48
(7)
[0.180]
20.05
(8)
[-0.016]
20.33
(9)
[0.506]
19.44
(5)
[-0.921]
68.51
(8)
[-0.339]
81.40
(7)
[-0.002]
82.05
(8)
[-0.224]
18.60
(7)
[0.002]
5.13
(8)
[0.453]
80.42
(7)
[-0.142]
72.10
(7)
[-0.130]
4.67
(6)
[0.356]
81.06
(7)
[-0.131]
28.03
(10)
[0.705]
22.83
(9)
[0.587]
36.24
(9)
[0.504]
31.04
(8)
[0.432]
81.40
(7)
[-0.002]
70.92
(9)
[-0.168]
68.51
(8)
[-0.468]
18.60
(8)
[0.334]
77.77
(8)
[-0.493]
7.16
(10)
[0.909]
36.43
(10)
[0.875]
61.63
(10)
[-0.776]
12.80
(9)
[0.557]
63.95
(9)
[-0.449]
56.56
(9)
[-0.542]
72.25
(9)
[-0.407]
72.31
(9)
[-0.412]
69.33
(8)
[-0.615]
75.43
(9)
[-0.130]
8.19
(3)
[-0.664]
 7.  xaos's AR3D+EM dyn pp   0 0 0 0  84.05 
 (5.28) 
 [0.317] 
60.75
(7)
[-0.042]
20.37
(6)
[-0.059]
0.00
(1)
[-0.471]
35.77
(9)
[0.533]
36.52
(9)
[0.563]
10.07
(6)
[-0.369]
12.45
(1)
[-1.093]
81.26
(5)
[0.484]
84.42
(5)
[0.249]
95.85
(3)
[0.808]
15.58
(5)
[-0.249]
0.76
(2)
[-0.825]
89.01
(5)
[0.534]
82.41
(5)
[0.448]
5.54
(8)
[0.765]
89.56
(5)
[0.545]
12.39
(6)
[-0.490]
11.03
(7)
[-0.350]
24.21
(5)
[-0.355]
22.86
(5)
[-0.245]
84.42
(5)
[0.249]
76.95
(6)
[0.256]
81.26
(5)
[0.433]
11.68
(6)
[-0.348]
87.99
(5)
[0.457]
3.44
(5)
[-0.579]
16.32
(6)
[-0.399]
80.99
(4)
[0.583]
6.36
(5)
[-0.570]
79.97
(5)
[0.501]
72.28
(5)
[0.450]
83.91
(5)
[0.474]
84.14
(5)
[0.478]
90.57
(4)
[0.769]
78.16
(6)
[0.079]
12.77
(8)
[0.872]
 8.  xaos's AR3D+EM dyn    0 0 0 0  83.42 
 (6.17) 
 [0.273] 
60.12
(8)
[-0.061]
14.78
(5)
[-0.352]
0.00
(1)
[-0.471]
35.77
(9)
[0.533]
36.76
(10)
[0.572]
11.08
(7)
[-0.283]
14.56
(3)
[-1.041]
80.10
(6)
[0.409]
83.69
(6)
[0.188]
95.18
(4)
[0.758]
16.31
(6)
[-0.188]
0.89
(3)
[-0.787]
88.30
(6)
[0.478]
81.35
(6)
[0.389]
5.21
(7)
[0.609]
88.86
(6)
[0.489]
13.51
(7)
[-0.404]
12.21
(8)
[-0.256]
25.39
(6)
[-0.270]
24.09
(6)
[-0.143]
83.69
(6)
[0.188]
75.78
(7)
[0.174]
80.10
(6)
[0.351]
12.37
(7)
[-0.280]
87.21
(6)
[0.385]
3.70
(7)
[-0.476]
16.42
(7)
[-0.394]
79.59
(6)
[0.485]
6.80
(6)
[-0.493]
78.55
(6)
[0.417]
70.59
(6)
[0.344]
82.76
(6)
[0.388]
83.00
(6)
[0.392]
89.55
(5)
[0.703]
76.93
(8)
[-0.015]
12.48
(7)
[0.776]
 9.  ldof's Automatic Dynamic Texture Segmentation Using Local Descriptors   0 0 0 0  78.63 
 (6.39) 
 [-0.013] 
58.41
(9)
[-0.114]
46.07
(10)
[1.291]
37.68
(11)
[2.223]
0.00
(1)
[-0.694]
0.00
(2)
[-0.722]
3.63
(2)
[-0.918]
100.00
(7)
[1.065]
69.24
(7)
[-0.292]
80.77
(8)
[-0.054]
72.69
(9)
[-0.923]
19.23
(8)
[0.054]
5.43
(9)
[0.538]
75.34
(9)
[-0.541]
71.17
(8)
[-0.182]
6.88
(11)
[1.392]
76.01
(9)
[-0.534]
7.34
(1)
[-0.876]
5.22
(1)
[-0.810]
26.79
(7)
[-0.171]
24.67
(7)
[-0.094]
80.77
(8)
[-0.054]
77.58
(5)
[0.301]
75.26
(7)
[0.009]
11.51
(5)
[-0.365]
82.56
(7)
[-0.048]
3.34
(3)
[-0.620]
12.85
(5)
[-0.620]
79.07
(7)
[0.448]
10.36
(7)
[0.130]
72.44
(7)
[0.055]
65.48
(7)
[0.021]
79.14
(7)
[0.114]
79.99
(7)
[0.166]
69.12
(9)
[-0.629]
92.56
(1)
[1.184]
5.96
(2)
[-1.412]
 10.  FIT2012's HCSS    0 0 0 0  65.60 
 (8.83) 
 [-0.930] 
0.00
(10)
[-1.928]
60.52
(11)
[2.050]
34.78
(10)
[2.016]
0.00
(1)
[-0.694]
1.21
(3)
[-0.680]
30.85
(10)
[1.403]
100.00
(7)
[1.065]
51.92
(10)
[-1.409]
61.48
(10)
[-1.658]
70.81
(10)
[-1.064]
38.52
(10)
[1.658]
6.39
(10)
[0.820]
64.02
(10)
[-1.432]
49.61
(10)
[-1.390]
6.27
(10)
[1.106]
65.07
(10)
[-1.404]
22.60
(8)
[0.290]
8.49
(3)
[-0.551]
50.76
(10)
[1.541]
36.65
(10)
[0.898]
61.48
(10)
[-1.658]
50.08
(10)
[-1.635]
58.64
(10)
[-1.166]
21.01
(10)
[0.571]
73.24
(10)
[-0.914]
5.83
(8)
[0.375]
22.43
(8)
[-0.012]
69.15
(8)
[-0.248]
15.32
(10)
[1.000]
53.54
(10)
[-1.067]
46.21
(10)
[-1.195]
63.21
(10)
[-1.090]
63.22
(10)
[-1.097]
64.45
(10)
[-0.933]
62.02
(10)
[-1.158]
4.75
(1)
[-1.819]
 10.  dteney's test undefined   0 0 1 0  50.90 
 (9.94) 
 [-2.012] 
0.00
(10)
[-1.928]
0.00
(1)
[-1.128]
0.00
(1)
[-0.471]
100.00
(11)
[2.735]
100.00
(11)
[2.798]
42.58
(11)
[2.403]
49.06
(6)
[-0.191]
40.00
(11)
[-2.178]
54.69
(11)
[-2.222]
54.52
(11)
[-2.283]
45.31
(11)
[2.222]
12.03
(11)
[2.467]
54.36
(11)
[-2.192]
32.04
(11)
[-2.375]
2.51
(4)
[-0.655]
54.48
(11)
[-2.247]
54.28
(11)
[2.710]
51.23
(11)
[2.840]
58.79
(11)
[2.115]
55.74
(11)
[2.478]
54.69
(11)
[-2.222]
41.19
(11)
[-2.262]
42.35
(11)
[-2.317]
43.31
(11)
[2.771]
58.19
(11)
[-2.313]
11.21
(11)
[2.524]
64.26
(11)
[2.639]
34.69
(11)
[-2.667]
23.43
(11)
[2.419]
29.42
(11)
[-2.499]
28.41
(11)
[-2.320]
44.25
(11)
[-2.524]
44.25
(11)
[-2.527]
44.71
(11)
[-2.220]
43.79
(11)
[-2.556]
9.83
(6)
[-0.112]