Benchmark - Colour [large] | result by | cbampis's GRPNMF () |
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 | 88.78 | 19.42 | 0.00 | 0.00 | 0.00 | 2.16 | 27.25 | 90.44 | 92.46 | 97.86 | 7.54 | 1.15 | 94.13 | 91.39 | 2.83 | 94.62 | 4.61 | 4.01 | 11.49 | 10.90 | 92.46 | 89.15 | 90.44 | 4.97 | 94.12 | 2.90 | 12.51 | 84.85 | 5.13 | 88.44 | 85.92 | 92.22 | 92.44 | 95.67 | 89.63 | 5.33 |
#4 - all | 66.24 | 39.24 | 0.00 | 0.00 | 2.33 | 21.12 | 39.68 | 79.87 | 81.57 | 97.70 | 18.43 | 0.76 | 87.37 | 80.58 | 5.08 | 88.47 | 5.92 | 5.42 | 25.42 | 24.92 | 81.57 | 75.31 | 79.88 | 10.83 | 86.50 | 4.94 | 15.26 | 80.62 | 7.59 | 78.84 | 73.17 | 83.54 | 84.58 | 95.19 | 76.15 | 6.03 |
#5 - all | 68.01 | 26.98 | 11.76 | 1.83 | 1.35 | 6.47 | 27.29 | 79.85 | 84.59 | 91.99 | 15.41 | 2.61 | 86.63 | 81.51 | 5.16 | 87.43 | 7.72 | 6.29 | 23.82 | 22.39 | 84.59 | 78.93 | 80.29 | 9.81 | 85.47 | 5.10 | 16.03 | 80.08 | 8.95 | 76.24 | 71.36 | 81.81 | 82.97 | 87.77 | 80.59 | 5.12 |
#6 - all | 75.99 | 24.34 | 0.00 | 7.32 | 8.31 | 4.93 | 17.43 | 85.02 | 88.50 | 94.96 | 11.50 | 0.84 | 90.62 | 85.96 | 3.24 | 91.16 | 7.71 | 6.00 | 18.78 | 17.07 | 88.50 | 83.01 | 85.23 | 8.01 | 87.35 | 4.38 | 12.87 | 84.24 | 4.54 | 85.73 | 79.67 | 88.58 | 88.79 | 93.08 | 84.93 | 4.28 |
#7 - all | 83.02 | 5.69 | 0.00 | 6.74 | 6.83 | 5.00 | 5.70 | 86.09 | 90.87 | 94.49 | 9.13 | 0.91 | 91.82 | 87.84 | 1.99 | 92.23 | 10.72 | 8.41 | 16.63 | 14.31 | 90.87 | 85.37 | 86.09 | 7.63 | 89.44 | 4.49 | 13.67 | 84.78 | 3.89 | 86.70 | 80.52 | 89.06 | 89.16 | 91.93 | 86.60 | 3.42 |
#8 - all | 81.05 | 1.99 | 11.26 | 2.96 | 1.29 | 4.31 | 5.51 | 82.15 | 89.49 | 87.07 | 10.51 | 1.74 | 87.67 | 84.43 | 2.98 | 87.97 | 10.51 | 7.80 | 18.71 | 16.00 | 89.49 | 85.26 | 83.62 | 7.98 | 86.52 | 4.63 | 13.72 | 85.02 | 4.33 | 84.21 | 76.77 | 86.79 | 86.94 | 83.62 | 90.58 | 2.85 |
#9 - all | 68.39 | 10.19 | 9.99 | 7.11 | 5.33 | 7.39 | 8.34 | 77.93 | 85.12 | 86.82 | 14.88 | 2.71 | 84.54 | 78.78 | 3.48 | 85.24 | 11.71 | 8.69 | 25.04 | 22.03 | 85.12 | 79.49 | 78.37 | 10.81 | 72.78 | 6.00 | 15.99 | 80.30 | 7.11 | 77.78 | 70.88 | 81.97 | 82.78 | 81.27 | 85.98 | 4.62 |
#10 - all | 56.86 | 4.22 | 28.09 | 6.03 | 5.67 | 33.66 | 7.70 | 64.33 | 74.54 | 69.92 | 25.46 | 4.31 | 70.49 | 61.80 | 6.60 | 71.30 | 12.39 | 8.69 | 35.03 | 31.33 | 74.54 | 69.98 | 67.72 | 15.74 | 69.63 | 7.64 | 20.71 | 75.48 | 14.28 | 63.98 | 57.78 | 69.91 | 72.55 | 64.24 | 87.71 | 5.34 |
#11 - all | 68.51 | 0.00 | 18.81 | 14.26 | 11.20 | 6.90 | 10.81 | 73.16 | 83.27 | 79.19 | 16.73 | 2.28 | 79.91 | 74.91 | 3.60 | 80.55 | 13.08 | 10.29 | 27.51 | 24.72 | 83.27 | 78.72 | 75.10 | 12.48 | 72.63 | 6.49 | 16.88 | 80.83 | 5.79 | 76.58 | 67.08 | 79.87 | 80.57 | 72.58 | 90.01 | 3.17 |
#12 - all | 56.69 | 8.90 | 15.66 | 18.38 | 17.85 | 10.45 | 14.95 | 66.03 | 76.54 | 76.08 | 23.46 | 2.16 | 73.61 | 64.94 | 4.56 | 74.88 | 18.18 | 11.95 | 33.64 | 27.41 | 76.54 | 71.10 | 69.13 | 16.01 | 69.83 | 7.32 | 18.26 | 79.26 | 6.45 | 71.68 | 61.00 | 75.36 | 75.69 | 69.68 | 82.37 | 4.14 |
#6 - bark | 50.74 | 23.02 | 10.70 | 9.32 | 12.09 | 9.81 | 31.63 | 67.96 | 74.94 | 87.24 | 25.06 | 2.42 | 77.05 | 68.06 | 6.36 | 78.93 | 14.69 | 8.62 | 35.05 | 28.98 | 74.94 | 68.09 | 69.89 | 15.61 | 79.31 | 6.88 | 19.65 | 76.17 | 9.61 | 69.19 | 60.14 | 75.03 | 75.71 | 82.79 | 70.01 | 6.29 |
#6 - flowers | 65.14 | 25.17 | 7.03 | 9.28 | 9.75 | 13.86 | 30.90 | 74.73 | 80.18 | 92.28 | 19.82 | 1.64 | 83.13 | 75.29 | 3.86 | 84.58 | 13.88 | 9.98 | 30.49 | 26.59 | 80.18 | 72.67 | 74.80 | 13.74 | 81.81 | 7.10 | 18.98 | 76.77 | 8.41 | 71.09 | 63.76 | 75.82 | 76.90 | 84.99 | 71.13 | 6.19 |
#6 - glass | 60.81 | 6.80 | 27.84 | 2.24 | 4.20 | 10.36 | 9.62 | 70.10 | 79.91 | 81.82 | 20.09 | 6.81 | 76.88 | 70.22 | 7.45 | 78.58 | 11.63 | 7.76 | 27.31 | 23.44 | 79.91 | 75.91 | 74.47 | 12.74 | 81.15 | 5.41 | 18.05 | 78.17 | 12.02 | 70.83 | 67.16 | 78.53 | 79.64 | 73.09 | 88.49 | 5.87 |
#6 - man-made | 83.23 | 22.44 | 0.00 | 1.54 | 3.19 | 7.06 | 31.63 | 84.92 | 89.03 | 95.26 | 10.97 | 1.10 | 91.08 | 86.49 | 2.50 | 91.60 | 9.81 | 7.57 | 19.76 | 17.51 | 89.03 | 82.48 | 84.92 | 8.31 | 89.60 | 4.93 | 13.67 | 82.51 | 5.23 | 83.88 | 77.61 | 87.15 | 87.29 | 91.81 | 83.04 | 4.98 |
#6 - nature | 82.05 | 5.04 | 10.77 | 3.12 | 3.21 | 3.36 | 5.95 | 84.19 | 90.21 | 88.27 | 9.79 | 2.36 | 88.63 | 85.49 | 4.12 | 88.93 | 7.67 | 5.75 | 15.60 | 13.68 | 90.21 | 86.41 | 86.68 | 7.01 | 91.05 | 3.69 | 12.58 | 84.80 | 5.87 | 84.16 | 79.84 | 88.10 | 88.59 | 86.29 | 91.89 | 3.38 |
#6 - plants | 36.99 | 32.86 | 28.86 | 0.00 | 0.00 | 28.10 | 29.78 | 59.84 | 68.38 | 73.57 | 31.62 | 5.95 | 68.34 | 57.34 | 10.55 | 69.59 | 10.53 | 7.72 | 40.75 | 37.93 | 68.38 | 62.14 | 63.98 | 18.33 | 75.86 | 7.65 | 22.86 | 71.75 | 18.05 | 57.26 | 51.46 | 66.70 | 69.55 | 66.59 | 79.11 | 7.70 |
#6 - rock | 49.97 | 48.84 | 8.26 | 0.00 | 0.16 | 18.79 | 49.70 | 69.49 | 74.71 | 92.19 | 25.29 | 1.80 | 79.73 | 71.10 | 5.46 | 81.41 | 14.19 | 9.27 | 36.73 | 31.81 | 74.71 | 66.28 | 70.32 | 15.78 | 81.94 | 7.45 | 18.88 | 76.16 | 9.15 | 67.60 | 57.76 | 72.91 | 73.88 | 82.29 | 67.46 | 5.63 |
#6 - stone | 80.97 | 10.09 | 0.00 | 12.53 | 12.12 | 6.08 | 6.95 | 86.86 | 91.42 | 94.07 | 8.58 | 1.21 | 91.94 | 88.15 | 2.22 | 92.33 | 9.40 | 7.38 | 15.45 | 13.43 | 91.42 | 86.36 | 86.91 | 7.38 | 85.80 | 3.93 | 12.72 | 84.19 | 4.23 | 87.65 | 83.17 | 90.47 | 90.51 | 92.10 | 89.01 | 4.05 |
#6 - textile | 92.14 | 0.00 | 4.82 | 0.00 | 0.00 | 3.13 | 2.25 | 92.17 | 95.74 | 94.95 | 4.26 | 0.79 | 95.24 | 93.61 | 1.14 | 95.29 | 5.79 | 4.70 | 8.73 | 7.64 | 95.74 | 92.97 | 92.48 | 3.65 | 93.11 | 2.69 | 9.35 | 89.99 | 2.41 | 92.48 | 88.69 | 93.99 | 94.00 | 93.73 | 94.29 | 1.73 |
#6 - wood | 74.51 | 5.73 | 4.19 | 12.13 | 12.89 | 3.60 | 3.85 | 83.34 | 88.49 | 92.56 | 11.51 | 1.64 | 89.05 | 83.50 | 3.55 | 89.77 | 12.02 | 7.45 | 18.40 | 13.83 | 88.49 | 83.80 | 83.88 | 9.19 | 87.70 | 4.19 | 13.90 | 84.52 | 5.33 | 83.34 | 78.09 | 86.68 | 86.69 | 87.22 | 86.17 | 4.46 |
mean | 69.50 | 16.05 | 9.90 | 5.74 | 5.89 | 10.33 | 18.35 | 77.92 | 84.00 | 88.41 | 16.00 | 2.26 | 84.39 | 78.57 | 4.34 | 85.24 | 10.61 | 7.69 | 24.22 | 21.30 | 84.00 | 78.67 | 79.21 | 10.80 | 83.08 | 5.39 | 15.83 | 81.02 | 7.42 | 77.88 | 71.59 | 82.22 | 82.96 | 83.80 | 83.76 | 4.73 |
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 |