Benchmark - Colour [normal] CL | result by | hadacmar's CoOccurenceFeatures (1) |
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 | 96.19 | 0.00 | 0.00 | 0.00 | 0.00 | 3.62 | 2.90 | 92.67 | 96.19 | 96.34 | 3.81 | 2.03 | 96.20 | 94.29 | 1.85 | 96.23 | 7.27 | 5.08 | 9.47 | 7.28 | 96.19 | 92.65 | 92.67 | 3.81 | 96.23 | 2.75 | 15.59 | 84.32 | 5.05 | 88.71 | 86.08 | 92.52 | 92.52 | 92.24 | 92.80 | 6.57 |
#4 - all | 93.03 | 0.00 | 0.00 | 0.00 | 0.00 | 4.91 | 6.60 | 86.94 | 93.03 | 93.15 | 6.97 | 2.48 | 92.90 | 89.54 | 1.88 | 92.99 | 12.60 | 10.19 | 15.52 | 13.12 | 93.03 | 87.35 | 86.94 | 6.97 | 92.18 | 4.57 | 20.58 | 78.86 | 6.37 | 83.78 | 78.78 | 88.13 | 88.14 | 87.17 | 89.12 | 7.45 |
#5 - all | 96.56 | 0.00 | 0.00 | 0.00 | 0.00 | 1.89 | 2.47 | 93.49 | 96.56 | 96.86 | 3.44 | 0.91 | 96.58 | 94.84 | 1.19 | 96.64 | 6.42 | 4.07 | 8.86 | 6.50 | 96.56 | 93.42 | 93.49 | 3.44 | 95.36 | 2.57 | 9.96 | 89.17 | 2.57 | 93.23 | 90.39 | 94.95 | 94.95 | 94.85 | 95.06 | 1.88 |
#6 - all | 3.82 | 0.00 | 0.00 | 95.76 | 95.62 | 29.42 | 34.01 | 53.91 | 68.63 | 72.40 | 31.37 | 8.43 | 69.06 | 52.95 | 4.92 | 69.78 | 43.15 | 36.33 | 52.58 | 45.76 | 68.63 | 52.86 | 53.91 | 31.07 | 68.22 | 13.57 | 47.25 | 47.05 | 21.55 | 39.77 | 36.77 | 53.77 | 53.85 | 56.90 | 50.97 | 13.91 |
#7 - all | 86.61 | 0.00 | 0.00 | 4.40 | 4.36 | 16.40 | 8.33 | 81.77 | 89.67 | 89.95 | 10.33 | 2.17 | 89.57 | 84.50 | 1.50 | 89.69 | 17.65 | 14.22 | 21.67 | 18.24 | 89.67 | 82.06 | 81.77 | 10.33 | 86.55 | 5.92 | 18.97 | 79.61 | 5.69 | 80.53 | 72.41 | 83.99 | 84.02 | 81.91 | 86.19 | 5.35 |
#8 - all | 6.35 | 0.00 | 0.00 | 91.57 | 92.89 | 27.82 | 37.66 | 39.30 | 57.59 | 56.91 | 42.41 | 7.48 | 52.45 | 36.39 | 9.22 | 54.65 | 31.32 | 25.06 | 52.25 | 45.99 | 62.35 | 53.74 | 49.37 | 28.75 | 68.54 | 10.92 | 32.75 | 64.34 | 14.26 | 49.83 | 41.04 | 58.20 | 58.86 | 50.59 | 68.49 | 8.68 |
#9 - all | 36.74 | 0.00 | 0.00 | 61.41 | 61.21 | 25.05 | 38.43 | 48.81 | 58.08 | 54.15 | 41.92 | 1.91 | 55.10 | 37.13 | 7.95 | 55.57 | 29.09 | 24.49 | 35.17 | 30.56 | 78.93 | 68.89 | 68.76 | 19.04 | 66.92 | 9.84 | 27.92 | 67.61 | 9.52 | 66.66 | 56.75 | 72.41 | 72.44 | 74.65 | 70.30 | 10.66 |
#10 - all | 36.11 | 0.00 | 0.00 | 60.88 | 57.72 | 31.53 | 27.35 | 56.90 | 71.27 | 70.70 | 28.73 | 3.33 | 68.87 | 56.91 | 5.09 | 69.90 | 33.88 | 28.34 | 46.09 | 40.55 | 71.27 | 60.48 | 59.12 | 25.23 | 70.10 | 11.98 | 32.47 | 65.48 | 9.83 | 55.93 | 44.39 | 61.49 | 61.87 | 55.40 | 69.09 | 7.88 |
#11 - all | 27.75 | 0.00 | 0.00 | 69.21 | 67.07 | 24.29 | 41.22 | 43.58 | 61.29 | 53.29 | 38.71 | 4.92 | 51.81 | 41.93 | 6.83 | 53.38 | 25.29 | 23.88 | 50.88 | 49.47 | 62.31 | 58.17 | 50.97 | 26.92 | 54.88 | 12.15 | 31.61 | 63.03 | 12.02 | 54.18 | 43.62 | 60.75 | 62.80 | 48.46 | 81.38 | 5.95 |
#12 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 41.94 | 48.73 | 42.66 | 58.97 | 66.60 | 41.03 | 4.30 | 57.93 | 38.46 | 5.35 | 60.27 | 44.62 | 31.94 | 63.71 | 51.03 | 58.97 | 43.84 | 43.76 | 35.13 | 51.81 | 14.80 | 37.17 | 57.47 | 14.10 | 38.86 | 30.68 | 46.96 | 47.04 | 44.35 | 49.88 | 12.34 |
#6 - bark | 60.05 | 0.00 | 0.00 | 35.33 | 34.84 | 25.25 | 19.39 | 71.03 | 80.88 | 81.62 | 19.12 | 4.04 | 80.92 | 71.32 | 1.94 | 81.09 | 27.50 | 24.30 | 30.79 | 27.59 | 80.88 | 71.12 | 71.03 | 19.12 | 75.75 | 8.40 | 29.23 | 67.71 | 9.44 | 72.74 | 65.04 | 78.81 | 78.83 | 77.53 | 80.15 | 7.41 |
#6 - flowers | 21.59 | 0.00 | 38.79 | 33.94 | 29.63 | 51.87 | 39.62 | 46.05 | 63.01 | 58.94 | 36.99 | 10.23 | 58.11 | 44.52 | 8.50 | 59.50 | 30.51 | 24.51 | 53.10 | 47.11 | 63.01 | 55.13 | 50.82 | 27.95 | 57.30 | 11.97 | 41.67 | 51.10 | 20.74 | 46.54 | 42.63 | 59.78 | 61.00 | 49.86 | 74.63 | 14.62 |
#6 - glass | 62.11 | 0.00 | 0.00 | 28.72 | 31.00 | 15.77 | 12.50 | 73.75 | 84.32 | 84.84 | 15.68 | 4.78 | 84.04 | 76.47 | 2.53 | 84.31 | 24.90 | 21.03 | 29.80 | 25.93 | 84.32 | 74.40 | 73.75 | 15.68 | 82.67 | 7.76 | 27.03 | 70.62 | 11.61 | 65.18 | 56.90 | 72.53 | 72.56 | 70.64 | 74.52 | 10.64 |
#6 - man-made | 83.30 | 0.00 | 0.00 | 8.03 | 9.44 | 9.04 | 8.84 | 82.80 | 90.31 | 90.90 | 9.69 | 2.15 | 90.45 | 85.47 | 1.35 | 90.53 | 17.20 | 14.62 | 20.45 | 17.87 | 90.31 | 82.36 | 82.80 | 9.69 | 89.81 | 6.22 | 21.64 | 77.13 | 7.01 | 78.08 | 70.16 | 82.46 | 82.48 | 84.09 | 80.90 | 5.79 |
#6 - nature | 61.52 | 0.00 | 0.00 | 34.16 | 36.33 | 21.40 | 21.36 | 72.06 | 79.61 | 89.16 | 20.39 | 4.12 | 80.63 | 69.41 | 7.08 | 82.38 | 20.85 | 16.78 | 27.71 | 23.65 | 80.25 | 73.76 | 74.18 | 14.57 | 68.89 | 7.11 | 24.75 | 65.48 | 10.18 | 78.50 | 76.63 | 86.77 | 86.78 | 87.97 | 85.59 | 8.99 |
#6 - plants | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 27.75 | 36.60 | 43.22 | 60.63 | 60.71 | 39.37 | 8.36 | 56.60 | 40.94 | 9.55 | 58.45 | 39.12 | 34.59 | 53.58 | 49.05 | 63.19 | 50.33 | 49.44 | 31.05 | 62.84 | 12.95 | 45.10 | 50.96 | 19.11 | 43.15 | 37.97 | 55.04 | 55.47 | 48.95 | 62.85 | 20.04 |
#6 - rock | 35.42 | 0.00 | 0.00 | 60.77 | 56.88 | 21.89 | 27.44 | 56.40 | 72.31 | 74.66 | 27.69 | 7.48 | 70.37 | 58.47 | 5.56 | 71.83 | 31.98 | 28.00 | 44.53 | 40.55 | 72.31 | 60.51 | 56.54 | 24.09 | 67.52 | 10.78 | 37.53 | 59.15 | 15.68 | 53.29 | 46.16 | 63.17 | 63.39 | 58.28 | 68.94 | 9.71 |
#6 - stone | 84.43 | 0.00 | 0.00 | 14.88 | 9.02 | 15.37 | 6.32 | 86.78 | 92.96 | 93.13 | 7.04 | 3.78 | 92.17 | 89.44 | 2.25 | 92.60 | 9.42 | 6.42 | 16.11 | 13.11 | 92.96 | 89.01 | 86.78 | 7.04 | 83.66 | 3.88 | 13.52 | 80.54 | 5.50 | 88.11 | 85.89 | 92.41 | 92.53 | 87.94 | 97.36 | 3.78 |
#6 - textile | 94.98 | 0.00 | 0.00 | 0.00 | 0.00 | 6.38 | 4.67 | 90.63 | 94.98 | 95.26 | 5.02 | 1.02 | 95.03 | 92.46 | 1.02 | 95.07 | 9.32 | 6.82 | 12.08 | 9.58 | 94.98 | 90.45 | 90.63 | 5.02 | 93.44 | 3.63 | 12.63 | 86.35 | 3.50 | 89.43 | 84.57 | 91.64 | 91.64 | 92.47 | 90.82 | 2.90 |
#6 - wood | 63.03 | 0.00 | 0.00 | 31.86 | 33.44 | 13.19 | 17.56 | 77.48 | 86.87 | 87.18 | 13.13 | 4.03 | 85.34 | 80.31 | 3.90 | 86.12 | 16.58 | 13.21 | 25.62 | 22.25 | 86.87 | 80.62 | 77.48 | 12.28 | 71.82 | 6.53 | 22.74 | 72.84 | 8.75 | 77.23 | 71.08 | 83.09 | 83.30 | 77.65 | 89.36 | 5.56 |
mean | 52.48 | 0.00 | 1.94 | 41.55 | 40.97 | 20.74 | 22.10 | 67.01 | 77.86 | 78.34 | 22.14 | 4.40 | 76.21 | 66.79 | 4.47 | 77.05 | 23.93 | 19.69 | 33.50 | 29.26 | 79.35 | 71.06 | 69.71 | 17.86 | 75.22 | 8.41 | 27.51 | 68.94 | 10.62 | 67.19 | 60.90 | 73.94 | 74.22 | 71.09 | 77.92 | 8.50 |
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 |