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.

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? 0 1   f1 = classification (supervised segmentation)
? 0 1   f2 = hiearchy result (manual selection)
? 0 1   f3 = known number of regions
? 0 1   f4 = [reserved]
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Algorithm: Version:

Benchmark - Colour f1 f2 f3 f4 RANK criterion 'CS' (correct segmentation) in descending orderCS OS US ME NE O C CA CO CC I. II. EA MS RM CI GCE LCE dD dM dVI
 1.  v-andrearczyk's FCNT unsup.  [large] 0 0 0 0  (5.10)  79.34
(1)
13.67
(19)
6.25
(10)
3.80
(2)
3.80
(1)
6.47
(3)
22.88
(17)
84.17
(1)
87.97
(2)
94.15
(4)
12.03
(2)
1.42
(5)
88.97
(1)
85.23
(1)
3.12
(2)
89.91
(1)
6.46
(2)
4.75
(3)
7.79
(2)
4.88
(2)
14.75
(26)
 2.  emkay's A3M 1.0  [large] 0 0 0 0  (7.14)  77.73
(2)
15.92
(28)
6.31
(11)
3.93
(3)
3.92
(3)
7.68
(6)
24.24
(18)
82.80
(3)
86.89
(4)
93.65
(5)
13.11
(4)
1.50
(7)
88.03
(3)
83.98
(2)
3.27
(4)
89.03
(2)
7.40
(5)
5.62
(6)
8.57
(3)
5.30
(3)
14.88
(28)
 3.  cpanag@csd.uoc.gr's VRA-PMCFA   [large] 0 0 0 0  (5.52)  75.14
(3)
12.13
(16)
9.85
(21)
4.38
(5)
4.37
(4)
4.51
(1)
8.89
(6)
83.45
(2)
88.12
(1)
90.73
(10)
11.88
(1)
1.48
(6)
88.07
(2)
83.92
(3)
3.75
(7)
88.72
(3)
6.55
(3)
3.90
(2)
7.59
(1)
4.76
(1)
14.22
(18)
 4.  frzn's texNCUT   [large] 0 0 1 0  (9.10)  72.54
(4)
10.92
(12)
9.61
(20)
10.25
(15)
9.83
(15)
7.33
(5)
8.17
(4)
80.58
(5)
86.89
(3)
88.28
(15)
13.11
(3)
2.36
(13)
86.39
(5)
80.33
(5)
3.69
(5)
86.97
(5)
11.92
(16)
6.85
(14)
9.18
(5)
6.03
(5)
14.19
(17)
 5.  mevenkamp's PCA-MS   [large] 0 0 0 0  (7.76)  72.27
(5)
18.33
(31)
9.41
(19)
4.19
(4)
3.92
(2)
7.25
(4)
6.44
(1)
81.13
(4)
85.96
(5)
91.24
(8)
14.04
(5)
1.59
(8)
87.08
(4)
81.84
(4)
4.45
(11)
87.81
(4)
8.33
(8)
5.61
(5)
9.06
(4)
5.88
(4)
14.54
(23)
 6.  cbampis's GRPNMF   [large] 0 0 0 0  (12.10)  69.50
(6)
16.05
(29)
9.90
(22)
5.74
(8)
5.89
(7)
10.33
(9)
18.35
(15)
77.92
(9)
84.00
(10)
88.41
(14)
16.00
(10)
2.26
(12)
84.39
(8)
78.57
(7)
4.34
(9)
85.24
(8)
10.61
(11)
7.69
(20)
10.80
(8)
7.42
(8)
14.55
(24)
 7.  yuanj's FSEG 3.0  [large] 0 0 0 0  (12.71)  69.24
(7)
12.28
(17)
17.03
(31)
7.71
(12)
6.89
(8)
11.66
(10)
11.71
(9)
76.32
(10)
84.05
(9)
84.15
(21)
15.95
(9)
3.29
(18)
82.53
(10)
77.11
(9)
5.00
(18)
83.26
(10)
10.75
(12)
7.52
(18)
10.68
(7)
7.88
(10)
14.04
(12)
 8.  felipecalderero's GSRM sup. KL area-weighted  [normal] 0 0 1 0  (11.00)  68.72
(8)
9.00
(10)
6.67
(12)
15.09
(23)
15.16
(22)
7.74
(7)
6.79
(2)
78.90
(7)
84.74
(7)
89.30
(12)
15.26
(7)
2.10
(10)
85.01
(7)
77.12
(8)
4.54
(12)
85.98
(7)
13.29
(22)
6.93
(15)
10.88
(10)
6.84
(7)
14.16
(16)
 9.  felipecalderero's GSRM MARKOV sup. KL area-weighted  [normal] 0 0 1 0  (12.29)  67.55
(9)
11.36
(13)
9.11
(17)
12.58
(20)
13.54
(20)
7.81
(8)
8.42
(5)
78.07
(8)
84.30
(8)
87.19
(19)
15.70
(8)
2.91
(15)
84.32
(9)
76.44
(10)
4.26
(8)
85.01
(9)
13.33
(23)
7.21
(16)
10.85
(9)
7.61
(9)
14.13
(15)
 10.  xiaofang's sas_gmm(color) c=7  [normal] 0 0 1 0  (9.90)  66.88
(10)
13.63
(18)
11.93
(26)
8.46
(13)
8.44
(13)
4.92
(2)
6.97
(3)
79.87
(6)
85.76
(6)
88.16
(17)
14.24
(6)
2.36
(14)
85.72
(6)
78.65
(6)
4.45
(10)
86.33
(6)
10.99
(13)
5.90
(8)
9.50
(6)
6.52
(6)
14.06
(13)
 11.  daicav's SegTexCol  [large] 0 0 0 0  (14.19)  61.19
(11)
1.92
(1)
27.02
(37)
9.33
(14)
9.05
(14)
15.17
(13)
12.12
(10)
71.69
(13)
81.16
(11)
76.34
(29)
18.84
(11)
3.77
(22)
77.20
(14)
71.87
(12)
6.40
(23)
77.95
(14)
8.36
(9)
6.01
(10)
11.75
(11)
9.18
(13)
13.38
(6)
 12.  yuanj's FSEG woMg  [large] 0 0 0 0  (15.14)  56.96
(12)
32.75
(33)
6.74
(13)
7.45
(11)
7.05
(10)
15.50
(14)
38.33
(26)
72.29
(11)
77.63
(14)
90.76
(9)
22.37
(14)
1.70
(9)
80.75
(11)
72.92
(11)
4.90
(16)
82.35
(12)
11.72
(15)
7.91
(22)
13.96
(13)
8.61
(11)
15.68
(31)
 13.  sylvia's TEX-ROI-SEG 1.0  [normal] 0 0 0 0  (16.76)  56.37
(13)
11.93
(14)
19.79
(32)
11.55
(17)
10.29
(16)
18.21
(17)
9.63
(7)
69.45
(15)
78.26
(13)
81.24
(25)
21.74
(13)
4.16
(26)
76.31
(15)
68.88
(15)
7.37
(29)
77.86
(15)
11.98
(17)
6.71
(13)
13.66
(12)
11.74
(20)
13.74
(8)
 14.  felipecalderero's GSRM MARKOV unsup. KL area-weighted  [normal] 0 0 0 0  (20.76)  54.70
(14)
15.14
(26)
23.71
(33)
5.49
(6)
4.55
(5)
24.79
(23)
31.43
(24)
63.98
(23)
71.55
(23)
75.39
(30)
28.45
(23)
4.53
(29)
69.79
(24)
61.55
(23)
8.77
(35)
71.46
(26)
6.75
(4)
4.82
(4)
16.16
(18)
17.61
(33)
13.90
(10)
 15.  felipecalderero's GSRM unsup. KL area-weighted  [normal] 0 0 0 0  (20.38)  54.05
(15)
15.88
(27)
14.45
(29)
13.62
(21)
14.03
(21)
23.44
(22)
26.47
(19)
66.75
(17)
73.67
(21)
81.41
(24)
26.33
(21)
3.35
(19)
73.14
(23)
65.75
(16)
6.76
(27)
75.09
(22)
8.87
(10)
5.98
(9)
15.95
(17)
12.36
(21)
14.87
(27)
f1 f2 f3 f4 RANK criterion 'CS' (correct segmentation) in descending orderCS OS US ME NE O C CA CO CC I. II. EA MS RM CI GCE LCE dD dM dVI
 16.  david0432's Cooperative Mum-Shah   [normal] 0 0 1 0  (18.38)  53.73
(16)
16.29
(30)
11.76
(25)
18.57
(25)
18.66
(25)
12.55
(11)
16.85
(14)
71.58
(14)
78.99
(12)
84.91
(20)
21.01
(12)
3.11
(16)
79.39
(13)
70.84
(14)
6.45
(24)
80.61
(13)
16.30
(28)
8.87
(25)
14.43
(14)
10.09
(14)
14.42
(21)
 17.  xaos's MW3AR   [normal] 0 0 0 0  (14.29)  53.04
(17)
59.53
(41)
3.20
(5)
5.63
(7)
6.96
(9)
19.32
(18)
86.19
(35)
71.89
(12)
74.66
(19)
95.04
(3)
25.34
(19)
0.74
(3)
80.43
(12)
71.78
(13)
3.09
(1)
82.43
(11)
8.17
(7)
5.78
(7)
14.78
(15)
8.97
(12)
16.67
(34)
 18.  scarpa's TFR/KLD   [normal] 0 1 0 0  (21.19)  51.25
(18)
5.84
(7)
7.16
(14)
31.64
(36)
31.38
(35)
19.65
(19)
9.67
(8)
67.45
(16)
76.40
(15)
81.12
(26)
23.60
(15)
4.09
(25)
75.80
(18)
65.19
(17)
7.21
(28)
77.21
(19)
20.35
(35)
14.36
(36)
18.01
(22)
12.64
(22)
14.06
(14)
 19.  chaththa85's ImprvGMRF  [normal] 0 0 1 0  (23.95)  49.02
(19)
15.06
(25)
10.82
(23)
21.44
(27)
22.76
(28)
22.06
(21)
26.87
(20)
64.74
(21)
73.95
(20)
79.03
(27)
26.05
(20)
3.99
(24)
73.98
(20)
60.92
(24)
6.01
(21)
75.18
(21)
23.08
(38)
15.90
(38)
18.67
(25)
10.99
(16)
14.71
(25)
 20.  scarpa's TFR  [normal] 0 1 0 0  (25.24)  46.13
(20)
2.37
(3)
23.99
(34)
26.70
(30)
25.23
(31)
28.73
(26)
12.50
(11)
61.32
(25)
73.00
(22)
68.91
(36)
27.00
(22)
8.56
(37)
68.62
(26)
59.76
(25)
8.61
(34)
69.73
(29)
15.52
(26)
12.03
(35)
18.21
(23)
17.47
(32)
13.04
(3)
 21.  yuanj's RS   [large] 0 0 0 1  (26.24)  46.02
(21)
13.96
(20)
30.01
(39)
12.01
(18)
11.77
(17)
35.11
(30)
29.91
(22)
58.75
(27)
68.89
(26)
69.30
(35)
31.11
(26)
8.63
(38)
65.87
(30)
55.52
(29)
10.96
(40)
67.35
(31)
11.23
(14)
7.70
(21)
18.52
(24)
23.67
(38)
13.31
(5)
 22.  xiaofang's SR_multifeat all  [normal] 0 0 1 0  (21.57)  45.57
(22)
14.56
(21)
27.87
(38)
17.99
(24)
17.58
(24)
14.76
(12)
20.63
(16)
65.36
(20)
76.12
(16)
76.95
(28)
23.88
(16)
5.18
(30)
73.17
(22)
64.18
(19)
7.49
(30)
74.36
(23)
14.67
(24)
9.40
(28)
15.46
(16)
11.17
(17)
13.74
(7)
 23.  xaos's AR3D+EM multi 1.0  [normal] 0 0 0 0  (22.76)  43.22
(23)
49.27
(36)
16.55
(30)
10.30
(16)
12.56
(18)
21.99
(20)
87.38
(36)
64.51
(22)
71.00
(24)
90.14
(11)
29.00
(24)
3.79
(23)
73.90
(21)
64.47
(18)
4.55
(13)
76.51
(20)
15.31
(25)
7.97
(23)
16.87
(19)
13.51
(23)
16.11
(33)
 24.  xiaofang's sas originial  [normal] 0 0 0 0  (22.29)  41.42
(24)
15.04
(23)
12.48
(27)
27.64
(33)
26.92
(32)
17.80
(15)
15.13
(12)
66.53
(18)
75.75
(17)
82.19
(22)
24.25
(17)
4.17
(27)
76.10
(16)
63.63
(21)
6.72
(25)
77.48
(16)
20.48
(36)
11.25
(30)
17.13
(20)
11.22
(18)
14.40
(19)
 24.  xiaofang's LocalGlobalGraph color  [normal] 0 1 0 0  (22.29)  41.42
(24)
15.04
(23)
12.48
(27)
27.64
(33)
26.92
(32)
17.80
(15)
15.13
(12)
66.53
(18)
75.75
(17)
82.19
(22)
24.25
(17)
4.17
(27)
76.10
(16)
63.63
(21)
6.72
(25)
77.48
(16)
20.48
(36)
11.25
(30)
17.13
(20)
11.22
(18)
14.40
(19)
 26.  rohit.iiith's Graph based Segmentation   [normal] 0 0 0 1  (28.05)  40.32
(26)
14.75
(22)
24.05
(35)
26.74
(31)
24.43
(29)
25.10
(24)
45.01
(28)
57.45
(29)
69.00
(25)
74.51
(31)
31.00
(25)
7.58
(34)
65.86
(31)
55.81
(28)
8.90
(36)
68.46
(30)
17.53
(32)
8.99
(27)
18.83
(26)
16.27
(29)
13.98
(11)
 27.  test's TBES 1.0  [normal] 0 0 0 0  (19.86)  37.72
(27)
59.77
(42)
1.25
(4)
7.24
(10)
8.22
(12)
27.55
(25)
95.08
(38)
63.30
(24)
65.66
(28)
96.20
(2)
34.34
(28)
0.60
(2)
74.19
(19)
63.73
(20)
5.27
(19)
77.29
(18)
7.57
(6)
6.02
(11)
19.40
(27)
10.93
(15)
17.76
(40)
 28.  xaos's AR3D+EM 1.0  [normal] 0 0 0 0  (24.38)  37.42
(28)
59.53
(40)
8.86
(16)
12.54
(19)
13.14
(19)
34.32
(29)
100.00
(40)
59.46
(26)
64.81
(29)
91.79
(7)
35.19
(29)
3.39
(20)
69.60
(25)
58.89
(26)
4.88
(15)
73.15
(24)
12.13
(18)
6.69
(12)
19.76
(28)
15.43
(27)
17.10
(35)
 29.  jolen217's Deep Brain Model   [large] 0 0 0 0  (30.76)  36.54
(29)
41.63
(35)
55.02
(43)
6.71
(9)
7.87
(11)
47.36
(37)
99.63
(39)
49.82
(34)
62.63
(33)
70.34
(34)
37.37
(34)
12.39
(40)
56.56
(37)
46.01
(35)
5.38
(20)
59.27
(36)
13.03
(20)
7.56
(19)
21.44
(31)
25.35
(40)
15.49
(30)
 30.  xaos's GMRF+EM 2.0  [normal] 0 0 0 0  (26.43)  31.93
(30)
53.27
(39)
11.24
(24)
14.97
(22)
16.91
(23)
33.61
(28)
100.00
(40)
57.91
(28)
63.51
(31)
89.26
(13)
36.49
(31)
3.14
(17)
68.41
(27)
57.42
(27)
4.86
(14)
71.80
(25)
16.03
(27)
7.31
(17)
20.63
(29)
15.27
(26)
17.32
(37)
f1 f2 f3 f4 RANK criterion 'CS' (correct segmentation) in descending orderCS OS US ME NE O C CA CO CC I. II. EA MS RM CI GCE LCE dD dM dVI
 31.  xiaofang's weighted_color_patch   [normal] 0 0 0 0  (29.90)  30.92
(31)
4.12
(5)
26.67
(36)
37.40
(38)
35.72
(38)
41.32
(32)
28.70
(21)
53.55
(32)
67.49
(27)
63.39
(38)
32.51
(27)
6.60
(31)
62.69
(32)
51.23
(32)
9.34
(38)
64.00
(32)
20.28
(34)
14.82
(37)
22.27
(33)
16.83
(30)
13.25
(4)
 32.  test's HGS  [normal] 0 0 0 0  (31.81)  29.81
(32)
10.69
(11)
33.76
(40)
26.89
(32)
25.04
(30)
48.94
(39)
32.39
(25)
49.60
(35)
63.37
(32)
66.09
(37)
36.63
(32)
13.51
(42)
58.74
(34)
46.63
(34)
13.31
(41)
61.17
(35)
16.75
(30)
10.46
(29)
22.90
(34)
27.95
(42)
12.83
(2)
 33.  test's EGBIS   [normal] 0 0 0 0  (30.81)  28.78
(33)
19.69
(32)
39.15
(41)
20.42
(26)
21.54
(26)
44.35
(35)
82.87
(33)
51.10
(33)
64.12
(30)
72.73
(33)
35.88
(30)
7.59
(35)
59.88
(33)
49.03
(33)
8.38
(33)
63.11
(33)
16.64
(29)
8.97
(26)
21.29
(30)
19.72
(34)
13.79
(9)
 34.  test's HGS  [normal] 0 0 0 0  (31.71)  27.57
(34)
3.63
(4)
40.82
(42)
22.22
(28)
21.54
(27)
48.84
(38)
30.44
(23)
43.74
(38)
58.05
(36)
56.48
(42)
36.95
(33)
14.99
(43)
51.11
(39)
39.91
(37)
14.29
(43)
53.33
(40)
12.20
(19)
8.62
(24)
22.12
(32)
30.99
(43)
11.43
(1)
 35.  test's JSEG   [normal] 0 0 0 0  (29.76)  27.47
(35)
38.62
(34)
5.04
(8)
35.00
(37)
35.50
(37)
37.94
(31)
92.77
(37)
55.29
(30)
61.81
(34)
87.70
(18)
38.19
(35)
3.66
(21)
66.74
(29)
55.14
(30)
4.96
(17)
70.27
(28)
18.45
(33)
11.64
(33)
23.38
(35)
15.19
(25)
17.37
(38)
 36.  test's SWA def_par  [normal] 0 1 0 0  (28.57)  27.06
(36)
50.21
(37)
4.53
(7)
25.76
(29)
27.50
(34)
33.01
(27)
85.19
(34)
54.84
(31)
60.67
(35)
88.17
(16)
39.33
(36)
2.11
(11)
66.94
(28)
53.71
(31)
6.11
(22)
70.32
(27)
17.27
(31)
11.49
(32)
24.20
(36)
13.68
(24)
17.16
(36)
 37.  test's Blobworld   [normal] 0 0 0 0  (33.33)  21.01
(37)
7.33
(8)
9.30
(18)
59.55
(39)
61.68
(39)
41.45
(33)
58.94
(31)
46.23
(36)
56.04
(38)
73.62
(32)
43.96
(38)
6.72
(32)
58.37
(35)
40.36
(36)
7.96
(31)
61.31
(34)
31.16
(39)
23.19
(39)
31.11
(37)
20.03
(36)
15.84
(32)
 38.  ales.hejl's ed_ah  [normal] 0 0 0 0  (30.90)  17.54
(38)
52.99
(38)
0.00
(1)
30.29
(35)
34.59
(36)
64.37
(42)
100.00
(40)
38.26
(40)
40.46
(42)
92.77
(6)
59.54
(42)
1.28
(4)
48.85
(40)
37.89
(38)
3.74
(6)
55.96
(38)
13.12
(21)
11.91
(34)
34.18
(38)
16.10
(28)
22.93
(42)
 39.  pavelm10's base   [large] 0 0 0 0  (33.90)  15.03
(39)
7.45
(9)
5.73
(9)
71.45
(40)
70.33
(40)
42.80
(34)
43.04
(27)
44.01
(37)
57.43
(37)
63.10
(40)
42.57
(37)
8.47
(36)
57.00
(36)
36.17
(39)
8.11
(32)
58.55
(37)
41.98
(40)
33.46
(40)
35.13
(39)
19.90
(35)
15.22
(29)
 40.  Alojz's TAlgorithm 0.1  [normal] 0 0 1 0  (37.14)  13.11
(40)
11.94
(15)
8.18
(15)
76.71
(41)
77.30
(41)
44.41
(36)
46.76
(29)
40.40
(39)
52.42
(39)
63.23
(39)
47.58
(39)
12.47
(41)
52.83
(38)
31.07
(41)
14.09
(42)
55.02
(39)
45.06
(42)
37.72
(41)
39.59
(41)
25.93
(41)
19.63
(41)
 41.  test's EDISON 1.1  [normal] 0 0 0 0  (26.14)  12.68
(41)
86.91
(43)
0.00
(1)
2.48
(1)
4.68
(6)
73.17
(43)
100.00
(40)
31.19
(43)
31.55
(43)
98.09
(1)
68.45
(43)
0.24
(1)
41.29
(43)
31.13
(40)
3.21
(3)
50.29
(41)
3.55
(1)
3.44
(1)
35.37
(40)
16.84
(31)
25.65
(43)
 42.  py's CGCHI   [large] 0 0 0 0  (36.05)  10.95
(42)
2.19
(2)
3.96
(6)
81.91
(42)
81.39
(42)
59.33
(40)
51.77
(30)
35.62
(41)
50.50
(40)
49.27
(43)
49.50
(40)
10.69
(39)
47.04
(41)
26.89
(42)
10.28
(39)
48.39
(42)
42.35
(41)
38.59
(42)
40.15
(42)
25.32
(39)
14.47
(22)
 43.  siddharth's My algo1 0.1  [normal] 0 0 0 0  (37.10)  6.21
(43)
4.72
(6)
1.24
(3)
86.25
(43)
86.52
(43)
59.41
(41)
70.16
(32)
31.76
(42)
40.60
(41)
61.24
(41)
59.40
(41)
7.01
(33)
45.21
(42)
20.36
(43)
9.33
(37)
47.85
(43)
51.11
(43)
46.26
(43)
47.91
(43)
22.77
(37)
17.40
(39)