Benchmark - Colour [normal] CL | result by | borkojos's coocurrence&naive bayes () |
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 | 89.38 | 0.00 | 0.00 | 0.00 | 0.00 | 7.39 | 12.90 | 81.14 | 89.38 | 89.63 | 10.62 | 5.17 | 89.41 | 84.07 | 2.20 | 89.46 | 18.61 | 16.17 | 21.21 | 18.78 | 89.38 | 81.04 | 81.14 | 10.62 | 89.40 | 5.62 | 31.90 | 68.03 | 12.65 | 71.60 | 68.22 | 81.11 | 81.11 | 81.42 | 80.80 | 13.70 |
#4 - all | 91.72 | 0.00 | 0.00 | 0.00 | 0.00 | 8.19 | 8.58 | 85.00 | 91.72 | 92.39 | 8.28 | 2.55 | 91.82 | 87.57 | 2.54 | 91.94 | 14.96 | 10.86 | 19.40 | 15.30 | 91.72 | 84.65 | 85.00 | 8.28 | 91.32 | 5.26 | 23.69 | 75.79 | 7.81 | 79.95 | 74.30 | 85.26 | 85.26 | 85.45 | 85.06 | 7.45 |
#5 - all | 75.54 | 0.00 | 0.00 | 20.97 | 20.36 | 5.55 | 0.55 | 84.49 | 91.28 | 93.09 | 8.72 | 2.96 | 90.97 | 86.91 | 3.61 | 91.56 | 13.07 | 7.55 | 20.27 | 14.74 | 91.28 | 85.28 | 84.49 | 8.72 | 87.45 | 4.34 | 16.83 | 81.44 | 6.45 | 83.36 | 78.14 | 87.73 | 87.78 | 84.97 | 90.68 | 4.88 |
#6 - all | 3.54 | 0.00 | 0.00 | 95.76 | 95.56 | 21.99 | 43.42 | 34.01 | 49.12 | 56.58 | 50.88 | 9.90 | 46.23 | 23.68 | 16.91 | 49.23 | 42.34 | 35.83 | 58.71 | 52.20 | 55.18 | 43.90 | 43.59 | 33.85 | 59.39 | 14.10 | 49.10 | 42.23 | 27.74 | 28.00 | 30.44 | 46.67 | 46.74 | 44.26 | 49.35 | 13.67 |
#7 - all | 52.63 | 15.43 | 0.00 | 41.93 | 41.33 | 23.23 | 20.31 | 65.64 | 76.30 | 80.49 | 23.70 | 3.33 | 76.01 | 64.45 | 5.08 | 77.13 | 31.50 | 24.82 | 38.74 | 32.05 | 76.30 | 65.52 | 65.94 | 22.46 | 65.99 | 9.98 | 32.01 | 65.35 | 10.56 | 63.59 | 53.85 | 70.00 | 70.01 | 68.94 | 71.10 | 8.65 |
#8 - all | 13.84 | 0.00 | 0.00 | 83.56 | 84.29 | 25.93 | 37.67 | 45.04 | 60.72 | 59.44 | 39.28 | 6.50 | 57.47 | 41.07 | 6.28 | 58.62 | 43.46 | 39.83 | 51.91 | 48.28 | 63.24 | 53.13 | 51.76 | 31.89 | 67.86 | 14.72 | 44.17 | 53.44 | 14.42 | 43.89 | 35.48 | 52.37 | 52.42 | 50.22 | 54.72 | 9.34 |
#9 - all | 20.55 | 0.00 | 0.00 | 78.79 | 78.02 | 45.72 | 58.10 | 43.01 | 51.70 | 54.82 | 48.30 | 2.77 | 50.80 | 27.54 | 13.66 | 51.65 | 38.32 | 31.88 | 47.73 | 41.28 | 70.57 | 58.64 | 57.67 | 26.47 | 53.08 | 13.44 | 38.16 | 54.77 | 14.73 | 51.79 | 43.71 | 60.83 | 60.92 | 57.70 | 64.31 | 8.83 |
#10 - all | 24.56 | 0.00 | 0.00 | 70.95 | 69.94 | 37.38 | 50.83 | 37.40 | 53.41 | 55.72 | 46.59 | 4.75 | 49.61 | 30.12 | 6.55 | 51.88 | 50.93 | 46.83 | 63.03 | 58.92 | 53.41 | 43.05 | 39.56 | 41.87 | 49.03 | 19.01 | 51.50 | 44.69 | 14.08 | 37.51 | 29.41 | 45.45 | 45.78 | 40.60 | 51.63 | 7.98 |
#11 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 33.99 | 45.71 | 43.72 | 58.54 | 63.10 | 41.46 | 4.28 | 57.00 | 37.81 | 6.60 | 58.81 | 42.49 | 33.14 | 58.83 | 49.48 | 59.38 | 45.63 | 47.96 | 34.04 | 60.04 | 14.72 | 38.30 | 57.76 | 13.24 | 42.84 | 33.61 | 50.31 | 50.82 | 44.05 | 58.62 | 6.02 |
#12 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 57.80 | 54.40 | 31.34 | 45.35 | 57.92 | 54.65 | 5.54 | 45.71 | 18.03 | 5.22 | 48.27 | 56.76 | 49.77 | 68.71 | 61.72 | 49.21 | 34.97 | 35.94 | 45.47 | 44.46 | 19.44 | 48.82 | 46.72 | 14.89 | 29.54 | 23.44 | 37.98 | 38.02 | 39.67 | 36.44 | 8.31 |
#6 - bark | 58.49 | 0.00 | 0.00 | 35.33 | 35.87 | 17.56 | 15.20 | 68.72 | 79.45 | 80.39 | 20.55 | 4.34 | 78.96 | 69.17 | 3.09 | 79.43 | 27.46 | 22.78 | 33.98 | 29.31 | 79.45 | 69.72 | 68.72 | 19.25 | 72.67 | 8.95 | 31.18 | 65.34 | 10.67 | 69.25 | 61.43 | 76.11 | 76.12 | 74.72 | 77.55 | 6.50 |
#6 - flowers | 24.84 | 0.00 | 0.00 | 73.61 | 74.65 | 29.18 | 30.87 | 60.36 | 73.44 | 78.39 | 26.56 | 4.14 | 73.67 | 60.15 | 6.43 | 74.77 | 38.17 | 31.22 | 46.75 | 39.79 | 73.44 | 59.73 | 60.36 | 26.56 | 70.77 | 12.67 | 44.11 | 53.67 | 14.91 | 52.70 | 44.86 | 61.94 | 62.03 | 65.52 | 58.72 | 8.98 |
#6 - glass | 17.39 | 0.00 | 0.00 | 82.13 | 79.54 | 47.28 | 37.48 | 49.09 | 64.95 | 67.47 | 35.05 | 7.49 | 63.16 | 47.42 | 8.20 | 64.66 | 38.09 | 29.18 | 51.27 | 42.36 | 64.95 | 53.54 | 49.66 | 32.00 | 58.76 | 11.41 | 39.73 | 56.98 | 17.60 | 47.74 | 41.75 | 58.91 | 58.96 | 56.68 | 61.32 | 13.39 |
#6 - man-made | 40.94 | 0.00 | 22.13 | 28.95 | 20.86 | 16.59 | 22.97 | 52.98 | 67.69 | 77.53 | 32.31 | 5.14 | 64.71 | 51.54 | 10.45 | 67.02 | 30.06 | 24.56 | 44.46 | 38.96 | 74.18 | 62.96 | 60.98 | 21.85 | 72.35 | 11.21 | 39.04 | 57.01 | 15.94 | 52.39 | 45.45 | 62.49 | 62.55 | 60.00 | 65.20 | 10.47 |
#6 - nature | 14.78 | 0.00 | 0.00 | 81.36 | 84.69 | 21.62 | 55.36 | 57.03 | 68.40 | 85.15 | 31.60 | 2.57 | 71.62 | 52.60 | 11.77 | 74.13 | 28.80 | 19.73 | 55.46 | 46.39 | 68.40 | 50.13 | 57.03 | 27.47 | 62.27 | 11.23 | 39.08 | 52.22 | 25.83 | 41.05 | 40.43 | 57.58 | 60.00 | 80.09 | 44.94 | 15.79 |
#6 - plants | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 49.72 | 51.79 | 35.89 | 53.30 | 57.02 | 46.70 | 12.65 | 50.90 | 29.95 | 9.67 | 52.95 | 47.72 | 38.90 | 66.37 | 57.55 | 53.30 | 39.52 | 40.35 | 39.46 | 57.36 | 16.35 | 56.94 | 37.65 | 25.71 | 27.06 | 27.40 | 43.01 | 43.69 | 36.59 | 52.16 | 14.12 |
#6 - rock | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 29.05 | 28.65 | 53.71 | 68.81 | 74.82 | 31.19 | 5.15 | 69.57 | 53.22 | 6.25 | 70.67 | 43.62 | 35.69 | 54.18 | 46.25 | 68.81 | 52.17 | 53.71 | 31.19 | 66.88 | 13.62 | 47.44 | 51.02 | 17.02 | 43.58 | 36.97 | 53.98 | 54.06 | 57.09 | 51.19 | 8.76 |
#6 - stone | 79.28 | 0.00 | 0.00 | 14.23 | 14.05 | 12.61 | 12.19 | 78.06 | 86.40 | 89.20 | 13.60 | 3.99 | 85.37 | 79.60 | 3.47 | 86.41 | 18.42 | 16.00 | 23.10 | 20.68 | 86.40 | 79.73 | 78.06 | 12.60 | 70.02 | 6.58 | 22.89 | 67.81 | 9.52 | 78.98 | 75.85 | 86.27 | 86.27 | 85.62 | 86.92 | 10.88 |
#6 - textile | 39.24 | 0.00 | 0.00 | 58.00 | 58.45 | 8.24 | 10.69 | 76.79 | 86.28 | 89.70 | 13.72 | 2.78 | 86.42 | 79.41 | 5.17 | 87.20 | 20.88 | 12.70 | 29.90 | 21.72 | 86.28 | 76.35 | 76.79 | 13.72 | 85.80 | 6.36 | 22.14 | 76.31 | 9.96 | 69.44 | 60.90 | 75.70 | 75.73 | 78.07 | 73.47 | 8.28 |
#6 - wood | 64.00 | 0.00 | 0.00 | 31.86 | 31.95 | 13.61 | 14.48 | 77.15 | 86.10 | 86.44 | 13.90 | 3.57 | 85.47 | 79.16 | 2.34 | 85.85 | 19.25 | 16.04 | 25.79 | 22.59 | 86.10 | 78.44 | 77.15 | 13.21 | 75.14 | 6.72 | 23.38 | 72.63 | 8.51 | 77.27 | 70.84 | 82.93 | 82.98 | 80.16 | 85.91 | 6.32 |
mean | 35.54 | 0.77 | 1.11 | 59.87 | 59.48 | 25.63 | 30.61 | 58.03 | 70.12 | 74.46 | 29.88 | 4.98 | 69.24 | 55.17 | 6.77 | 70.58 | 33.25 | 27.17 | 43.99 | 37.92 | 72.05 | 60.91 | 60.79 | 25.05 | 68.00 | 11.29 | 37.02 | 59.04 | 14.61 | 54.58 | 48.82 | 63.83 | 64.06 | 63.59 | 65.00 | 9.62 |
criterion | Graph |
correct | |
over | |
under | |
missed | |
noise | |
F-measure |
image | Texture mosaic (undegraded) | Ground truth | Segmentation |
#3 - all | |||
#4 - all | |||
#5 - all | |||
#6 - all | |||
#7 - all | |||
#8 - all | |||
#9 - all | |||
#10 - all | |||
#11 - all | |||
#12 - all | |||
#6 - bark | |||
#6 - flowers | |||
#6 - glass | |||
#6 - man-made | |||
#6 - nature | |||
#6 - plants | |||
#6 - rock | |||
#6 - stone | |||
#6 - textile | |||
#6 - wood |