Benchmark - Colour [large] | result by | frzn's texNCUT () |
set \ criterion | CS | OS | US | ME | NE | O | C | CA | CO | CC | I | II | EA | MS | RM | CI | GCE | LCE | BCE | GBCE | BGM | SC | SSC | VD | L | AVI | NVI | NMI | M | ARI | JC | DC | FMI | WI | WII | NBDE |
#3 - all | 74.20 | 8.36 | 16.23 | 0.00 | 0.00 | 8.15 | 9.07 | 86.72 | 91.26 | 90.08 | 8.74 | 5.48 | 90.07 | 86.89 | 4.30 | 90.37 | 5.52 | 1.68 | 13.20 | 9.36 | 91.26 | 89.23 | 88.41 | 4.98 | 91.70 | 2.25 | 12.79 | 85.88 | 7.59 | 84.65 | 85.34 | 90.92 | 91.18 | 88.29 | 94.62 | 8.64 |
#4 - all | 76.17 | 0.00 | 0.00 | 20.69 | 21.71 | 4.31 | 3.85 | 87.00 | 92.45 | 94.41 | 7.55 | 2.34 | 91.80 | 88.67 | 4.12 | 92.53 | 9.65 | 6.20 | 15.43 | 11.98 | 92.45 | 88.24 | 87.00 | 7.13 | 89.90 | 3.26 | 14.66 | 84.38 | 6.36 | 84.43 | 81.64 | 88.88 | 88.92 | 87.23 | 90.69 | 3.96 |
#5 - all | 71.18 | 7.81 | 11.95 | 7.55 | 5.78 | 4.11 | 11.56 | 77.63 | 85.51 | 82.21 | 14.49 | 3.60 | 83.23 | 78.26 | 4.40 | 83.54 | 11.44 | 8.15 | 21.20 | 17.91 | 85.51 | 82.85 | 79.72 | 9.45 | 79.91 | 4.35 | 16.85 | 80.82 | 7.13 | 82.25 | 77.81 | 87.16 | 87.26 | 84.40 | 90.33 | 3.97 |
#6 - all | 85.33 | 6.60 | 8.45 | 2.54 | 1.84 | 1.73 | 3.24 | 87.09 | 92.08 | 91.22 | 7.92 | 1.48 | 91.08 | 88.12 | 2.91 | 91.36 | 8.07 | 4.59 | 14.06 | 10.58 | 92.08 | 88.76 | 88.42 | 5.91 | 89.31 | 3.09 | 10.76 | 87.99 | 3.78 | 89.04 | 84.52 | 91.49 | 91.51 | 90.17 | 92.88 | 2.92 |
#7 - all | 71.79 | 14.60 | 5.96 | 7.70 | 8.11 | 4.42 | 4.61 | 82.08 | 87.76 | 89.75 | 12.24 | 1.32 | 87.64 | 81.63 | 3.11 | 88.19 | 12.71 | 6.47 | 20.09 | 13.86 | 87.76 | 83.01 | 83.52 | 8.89 | 84.80 | 4.20 | 13.45 | 85.49 | 4.29 | 85.76 | 79.36 | 88.40 | 88.43 | 89.67 | 87.25 | 4.34 |
#8 - all | 78.01 | 7.45 | 13.13 | 7.57 | 7.60 | 4.49 | 4.65 | 83.21 | 89.91 | 87.31 | 10.09 | 1.76 | 88.15 | 84.86 | 2.85 | 88.38 | 9.42 | 6.74 | 17.20 | 14.52 | 89.91 | 86.33 | 84.77 | 7.29 | 87.38 | 4.05 | 12.16 | 86.90 | 3.88 | 85.88 | 78.96 | 88.19 | 88.37 | 84.37 | 92.73 | 2.91 |
#9 - all | 71.17 | 22.30 | 14.56 | 4.96 | 4.57 | 15.02 | 18.21 | 77.77 | 83.82 | 87.78 | 16.18 | 1.58 | 84.18 | 75.72 | 3.15 | 84.97 | 13.85 | 5.90 | 24.09 | 16.14 | 83.82 | 79.07 | 78.89 | 9.96 | 75.43 | 4.90 | 13.92 | 84.24 | 5.39 | 80.76 | 74.36 | 84.00 | 84.03 | 84.89 | 83.23 | 4.98 |
#10 - all | 74.16 | 12.38 | 9.20 | 3.88 | 2.23 | 9.10 | 7.72 | 79.82 | 86.12 | 88.19 | 13.88 | 1.45 | 86.04 | 79.18 | 2.27 | 86.58 | 14.38 | 8.16 | 21.13 | 14.91 | 86.12 | 81.59 | 81.34 | 9.77 | 85.58 | 4.80 | 13.00 | 86.27 | 3.88 | 82.27 | 74.22 | 84.49 | 84.51 | 83.99 | 85.07 | 3.14 |
#11 - all | 68.71 | 14.18 | 14.48 | 12.42 | 12.74 | 5.64 | 5.21 | 77.00 | 84.22 | 85.87 | 15.78 | 1.80 | 83.79 | 76.33 | 2.89 | 84.41 | 14.31 | 7.71 | 25.03 | 18.43 | 84.22 | 79.86 | 78.02 | 10.73 | 79.12 | 5.19 | 13.51 | 85.29 | 4.73 | 79.12 | 69.58 | 81.81 | 82.10 | 79.92 | 84.85 | 2.91 |
#12 - all | 65.91 | 21.96 | 14.50 | 4.80 | 4.58 | 9.86 | 9.98 | 74.41 | 81.19 | 84.57 | 18.81 | 1.26 | 81.53 | 71.79 | 2.88 | 82.19 | 14.14 | 7.05 | 26.79 | 19.70 | 81.19 | 76.22 | 76.72 | 11.66 | 78.98 | 5.24 | 13.15 | 85.85 | 4.13 | 79.51 | 69.56 | 81.82 | 82.03 | 83.87 | 80.61 | 4.02 |
#6 - bark | 47.66 | 21.54 | 14.11 | 18.63 | 17.94 | 18.22 | 13.76 | 68.31 | 77.01 | 84.22 | 22.99 | 3.40 | 77.82 | 65.52 | 6.99 | 79.18 | 19.22 | 9.29 | 33.60 | 23.67 | 77.01 | 69.97 | 70.25 | 15.25 | 78.11 | 6.24 | 21.73 | 76.86 | 10.04 | 69.11 | 60.84 | 75.39 | 75.49 | 76.79 | 74.42 | 5.32 |
#6 - flowers | 68.07 | 8.28 | 5.51 | 14.39 | 12.69 | 7.28 | 5.28 | 78.09 | 85.58 | 86.37 | 14.42 | 2.49 | 84.70 | 78.38 | 4.90 | 85.33 | 12.36 | 8.35 | 23.28 | 19.27 | 85.58 | 80.26 | 79.62 | 10.84 | 82.36 | 4.70 | 16.35 | 82.35 | 6.79 | 79.29 | 72.40 | 83.54 | 83.74 | 82.91 | 84.97 | 5.90 |
#6 - glass | 68.70 | 7.41 | 12.57 | 22.39 | 21.56 | 7.67 | 9.78 | 76.61 | 85.24 | 86.71 | 14.76 | 3.54 | 83.69 | 77.86 | 4.96 | 84.76 | 14.48 | 8.26 | 24.91 | 18.69 | 85.24 | 79.73 | 78.17 | 11.21 | 80.83 | 5.15 | 17.93 | 79.86 | 8.39 | 76.71 | 71.15 | 82.16 | 82.31 | 79.23 | 85.67 | 6.29 |
#6 - man-made | 73.51 | 13.85 | 19.30 | 2.23 | 2.24 | 4.29 | 7.48 | 79.17 | 86.25 | 84.91 | 13.75 | 2.91 | 84.99 | 79.37 | 3.08 | 85.28 | 11.64 | 6.36 | 21.26 | 15.98 | 86.25 | 82.34 | 80.95 | 8.69 | 81.89 | 4.32 | 15.04 | 83.32 | 6.15 | 82.14 | 75.67 | 86.07 | 86.16 | 83.60 | 88.91 | 4.94 |
#6 - nature | 79.74 | 14.15 | 3.74 | 0.00 | 0.00 | 7.19 | 8.93 | 86.63 | 89.58 | 94.90 | 10.42 | 0.97 | 91.10 | 84.37 | 3.40 | 91.65 | 6.73 | 3.52 | 15.82 | 12.61 | 89.58 | 85.68 | 87.13 | 6.39 | 89.64 | 3.34 | 11.62 | 86.53 | 7.02 | 82.96 | 80.46 | 87.34 | 88.15 | 94.51 | 83.52 | 4.05 |
#6 - plants | 78.12 | 5.79 | 0.00 | 10.81 | 11.68 | 3.81 | 6.86 | 82.81 | 89.16 | 89.43 | 10.84 | 2.25 | 88.57 | 83.73 | 2.74 | 88.93 | 13.88 | 9.40 | 18.88 | 14.40 | 89.16 | 84.24 | 83.56 | 8.96 | 90.15 | 4.51 | 15.71 | 83.82 | 6.09 | 79.88 | 73.27 | 83.62 | 83.63 | 82.85 | 84.44 | 4.56 |
#6 - rock | 42.79 | 4.06 | 10.74 | 39.18 | 36.82 | 20.73 | 23.93 | 61.36 | 72.90 | 75.23 | 27.10 | 5.99 | 71.28 | 59.34 | 7.23 | 72.62 | 22.58 | 13.44 | 37.89 | 28.75 | 72.90 | 65.83 | 64.46 | 19.12 | 73.59 | 7.34 | 25.56 | 72.36 | 12.95 | 61.47 | 54.56 | 69.50 | 69.98 | 65.23 | 75.70 | 6.82 |
#6 - stone | 86.55 | 8.34 | 8.57 | 8.81 | 9.14 | 5.75 | 4.89 | 87.19 | 92.17 | 93.96 | 7.83 | 1.61 | 92.14 | 88.26 | 2.53 | 92.59 | 10.34 | 6.96 | 14.42 | 11.04 | 92.17 | 87.18 | 87.24 | 6.82 | 87.52 | 3.62 | 12.61 | 85.17 | 4.62 | 86.89 | 82.38 | 90.01 | 90.02 | 89.99 | 90.07 | 4.22 |
#6 - textile | 94.77 | 7.57 | 3.21 | 0.00 | 0.00 | 1.25 | 1.42 | 94.33 | 96.75 | 96.22 | 3.25 | 0.47 | 96.34 | 95.12 | 1.15 | 96.41 | 3.75 | 2.56 | 6.21 | 5.02 | 96.75 | 94.98 | 94.81 | 2.55 | 94.63 | 1.69 | 5.90 | 93.69 | 1.46 | 95.44 | 92.99 | 96.36 | 96.36 | 96.20 | 96.52 | 1.43 |
#6 - wood | 74.18 | 11.89 | 6.04 | 16.48 | 15.46 | 3.59 | 2.94 | 84.28 | 88.83 | 92.29 | 11.17 | 1.54 | 89.56 | 83.25 | 4.00 | 90.03 | 10.02 | 6.26 | 18.23 | 14.47 | 88.83 | 83.75 | 84.93 | 8.02 | 86.19 | 3.77 | 13.12 | 85.73 | 6.02 | 81.96 | 76.32 | 85.76 | 85.89 | 87.10 | 84.95 | 4.51 |
mean | 72.54 | 10.92 | 9.61 | 10.25 | 9.83 | 7.33 | 8.17 | 80.58 | 86.89 | 88.28 | 13.11 | 2.36 | 86.39 | 80.33 | 3.69 | 86.97 | 11.92 | 6.85 | 20.64 | 15.56 | 86.89 | 82.46 | 81.90 | 9.18 | 84.35 | 4.30 | 14.49 | 84.14 | 6.03 | 81.48 | 75.77 | 85.35 | 85.50 | 84.76 | 86.57 | 4.49 |
criterion | Graph |
correct | |
over | |
under | |
missed | |
noise | |
F-measure |
image | Texture mosaic (undegraded) | Ground truth | Segmentation |
#3 - all/1:1 | |||
#3 - all/1:2 | |||
#3 - all/2:1 | |||
#3 - all/2:2 | |||
#4 - all/1:1 | |||
#4 - all/1:2 | |||
#4 - all/2:1 | |||
#4 - all/2:2 | |||
#5 - all/1:1 | |||
#5 - all/1:2 | |||
#5 - all/2:1 | |||
#5 - all/2:2 | |||
#6 - all/1:1 | |||
#6 - all/1:2 | |||
#6 - all/2:1 | |||
#6 - all/2:2 | |||
#7 - all/1:1 | |||
#7 - all/1:2 | |||
#7 - all/2:1 | |||
#7 - all/2:2 | |||
#8 - all/1:1 | |||
#8 - all/1:2 | |||
#8 - all/2:1 | |||
#8 - all/2:2 | |||
#9 - all/1:1 | |||
#9 - all/1:2 | |||
#9 - all/2:1 | |||
#9 - all/2:2 | |||
#10 - all/1:1 | |||
#10 - all/1:2 | |||
#10 - all/2:1 | |||
#10 - all/2:2 | |||
#11 - all/1:1 | |||
#11 - all/1:2 | |||
#11 - all/2:1 | |||
#11 - all/2:2 | |||
#12 - all/1:1 | |||
#12 - all/1:2 | |||
#12 - all/2:1 | |||
#12 - all/2:2 | |||
#6 - bark/1:1 | |||
#6 - bark/1:2 | |||
#6 - bark/2:1 | |||
#6 - bark/2:2 | |||
#6 - flowers/1:1 | |||
#6 - flowers/1:2 | |||
#6 - flowers/2:1 | |||
#6 - flowers/2:2 | |||
#6 - glass/1:1 | |||
#6 - glass/1:2 | |||
#6 - glass/2:1 | |||
#6 - glass/2:2 | |||
#6 - man-made/1:1 | |||
#6 - man-made/1:2 | |||
#6 - man-made/2:1 | |||
#6 - man-made/2:2 | |||
#6 - nature/1:1 | |||
#6 - nature/1:2 | |||
#6 - nature/2:1 | |||
#6 - nature/2:2 | |||
#6 - plants/1:1 | |||
#6 - plants/1:2 | |||
#6 - plants/2:1 | |||
#6 - plants/2:2 | |||
#6 - rock/1:1 | |||
#6 - rock/1:2 | |||
#6 - rock/2:1 | |||
#6 - rock/2:2 | |||
#6 - stone/1:1 | |||
#6 - stone/1:2 | |||
#6 - stone/2:1 | |||
#6 - stone/2:2 | |||
#6 - textile/1:1 | |||
#6 - textile/1:2 | |||
#6 - textile/2:1 | |||
#6 - textile/2:2 | |||
#6 - wood/1:1 | |||
#6 - wood/1:2 | |||
#6 - wood/2:1 | |||
#6 - wood/2:2 |