Benchmark - Colour [large] | result by | yuanj's FSEG (woMg) |
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 | 26.55 | 85.04 | 0.00 | 0.00 | 0.00 | 45.78 | 100.00 | 56.97 | 58.15 | 98.01 | 41.85 | 0.74 | 68.70 | 57.41 | 8.41 | 72.87 | 4.71 | 4.27 | 53.41 | 52.97 | 58.15 | 47.26 | 56.97 | 22.15 | 71.24 | 10.31 | 24.64 | 64.36 | 20.18 | 48.57 | 43.18 | 59.00 | 63.93 | 94.63 | 44.40 | 14.19 |
#4 - all | 52.60 | 62.38 | 0.00 | 0.00 | 1.26 | 21.98 | 88.30 | 70.79 | 72.74 | 97.52 | 27.26 | 0.91 | 80.40 | 71.60 | 6.88 | 82.62 | 5.87 | 4.99 | 36.18 | 35.30 | 72.74 | 64.90 | 70.79 | 15.21 | 80.64 | 6.85 | 18.25 | 75.11 | 11.14 | 68.44 | 61.25 | 75.13 | 76.96 | 93.90 | 63.81 | 8.97 |
#5 - all | 58.61 | 26.33 | 0.00 | 11.47 | 11.68 | 20.54 | 51.85 | 73.69 | 77.57 | 95.27 | 22.43 | 0.89 | 81.84 | 74.73 | 5.62 | 83.98 | 10.26 | 7.44 | 30.81 | 27.99 | 77.57 | 71.47 | 73.69 | 14.37 | 81.80 | 6.38 | 17.47 | 77.49 | 9.82 | 71.29 | 65.69 | 76.89 | 78.52 | 91.35 | 69.15 | 6.95 |
#6 - all | 62.65 | 39.86 | 3.20 | 0.00 | 0.00 | 7.72 | 41.88 | 76.65 | 79.58 | 94.99 | 20.42 | 0.85 | 84.56 | 77.11 | 4.15 | 85.88 | 8.01 | 5.97 | 28.89 | 26.86 | 79.58 | 72.80 | 76.89 | 12.03 | 84.65 | 6.05 | 15.78 | 80.70 | 7.58 | 74.36 | 67.25 | 78.34 | 80.14 | 93.11 | 71.17 | 5.96 |
#7 - all | 66.78 | 27.43 | 2.30 | 9.54 | 8.22 | 8.67 | 29.12 | 74.17 | 80.43 | 88.07 | 19.57 | 1.84 | 81.98 | 74.51 | 3.85 | 83.03 | 14.94 | 9.15 | 29.66 | 23.87 | 80.43 | 73.96 | 75.01 | 12.83 | 79.41 | 6.66 | 17.92 | 78.19 | 6.98 | 76.21 | 67.38 | 80.43 | 80.63 | 85.29 | 76.40 | 6.30 |
#8 - all | 65.95 | 12.43 | 22.25 | 1.11 | 0.90 | 7.37 | 6.15 | 76.25 | 84.13 | 84.12 | 15.87 | 2.25 | 82.89 | 77.66 | 4.13 | 83.49 | 12.34 | 6.72 | 24.14 | 18.51 | 84.13 | 79.84 | 78.63 | 10.16 | 83.51 | 5.04 | 14.52 | 83.85 | 5.45 | 79.73 | 71.19 | 82.96 | 83.15 | 79.34 | 87.35 | 3.98 |
#9 - all | 64.87 | 25.84 | 14.49 | 7.60 | 6.61 | 8.65 | 29.45 | 75.02 | 82.27 | 87.68 | 17.73 | 2.04 | 82.65 | 75.40 | 3.57 | 83.72 | 12.93 | 7.35 | 28.72 | 23.14 | 82.27 | 75.63 | 75.91 | 11.61 | 73.55 | 6.13 | 15.84 | 80.77 | 6.74 | 75.92 | 67.53 | 79.88 | 80.47 | 81.83 | 80.31 | 5.58 |
#10 - all | 62.87 | 18.65 | 5.82 | 13.76 | 11.21 | 11.82 | 10.00 | 72.75 | 80.57 | 85.34 | 19.43 | 1.65 | 81.17 | 72.55 | 3.20 | 82.03 | 18.21 | 12.17 | 29.80 | 23.76 | 80.57 | 73.44 | 74.40 | 14.01 | 80.98 | 6.85 | 17.75 | 80.63 | 5.38 | 74.89 | 64.32 | 77.95 | 78.06 | 79.44 | 76.89 | 4.08 |
#11 - all | 59.21 | 17.54 | 10.46 | 12.82 | 10.74 | 15.30 | 16.81 | 74.87 | 82.92 | 86.29 | 17.08 | 1.52 | 83.17 | 75.46 | 2.52 | 83.86 | 18.09 | 10.91 | 28.73 | 21.54 | 82.92 | 75.92 | 75.72 | 12.56 | 77.25 | 6.60 | 16.53 | 81.48 | 4.97 | 77.39 | 67.33 | 80.23 | 80.27 | 80.57 | 80.06 | 4.41 |
#12 - all | 65.53 | 22.94 | 3.17 | 20.13 | 18.45 | 11.90 | 14.26 | 73.31 | 80.79 | 88.04 | 19.21 | 0.98 | 82.03 | 74.36 | 2.76 | 83.16 | 17.69 | 12.08 | 30.71 | 25.10 | 80.79 | 73.26 | 73.81 | 14.27 | 76.67 | 7.00 | 16.31 | 81.56 | 4.65 | 76.19 | 65.34 | 78.78 | 79.07 | 84.31 | 74.43 | 4.64 |
#6 - bark | 52.35 | 42.34 | 10.81 | 2.20 | 3.03 | 15.47 | 60.66 | 67.15 | 73.23 | 87.82 | 26.77 | 2.05 | 76.57 | 68.00 | 6.46 | 78.43 | 11.84 | 8.22 | 37.02 | 33.39 | 73.23 | 65.76 | 69.02 | 16.15 | 80.45 | 7.39 | 20.07 | 75.62 | 10.01 | 66.87 | 57.33 | 72.77 | 74.00 | 84.62 | 65.89 | 6.59 |
#6 - flowers | 32.05 | 63.88 | 0.00 | 4.06 | 5.87 | 29.46 | 90.82 | 59.63 | 62.65 | 94.39 | 37.35 | 0.64 | 71.79 | 60.36 | 5.80 | 74.94 | 10.90 | 9.51 | 49.81 | 48.41 | 62.65 | 51.81 | 59.67 | 21.85 | 76.04 | 10.35 | 22.39 | 70.73 | 12.64 | 51.97 | 41.79 | 58.22 | 62.16 | 89.16 | 43.76 | 9.52 |
#6 - glass | 44.00 | 9.80 | 40.87 | 5.03 | 5.31 | 19.10 | 19.77 | 61.84 | 74.18 | 75.16 | 25.82 | 7.41 | 69.98 | 62.49 | 8.66 | 72.10 | 12.90 | 6.60 | 34.04 | 27.73 | 74.18 | 70.42 | 67.88 | 15.36 | 72.77 | 5.93 | 19.35 | 75.61 | 12.68 | 69.40 | 65.19 | 77.57 | 78.80 | 70.78 | 89.38 | 7.01 |
#6 - man-made | 65.75 | 37.89 | 0.00 | 8.19 | 8.63 | 4.20 | 54.86 | 75.93 | 80.04 | 94.98 | 19.96 | 0.96 | 83.58 | 76.88 | 4.65 | 85.40 | 9.61 | 6.77 | 28.88 | 26.04 | 80.04 | 73.30 | 76.33 | 12.42 | 83.76 | 6.32 | 16.25 | 79.15 | 7.28 | 75.51 | 67.57 | 79.72 | 80.86 | 91.85 | 72.29 | 7.42 |
#6 - nature | 64.34 | 23.19 | 7.92 | 4.58 | 4.02 | 5.63 | 10.88 | 77.36 | 83.27 | 87.88 | 16.73 | 2.25 | 84.33 | 77.25 | 5.18 | 84.94 | 9.50 | 6.99 | 25.02 | 22.51 | 83.27 | 77.11 | 79.22 | 10.45 | 84.33 | 5.27 | 16.49 | 79.63 | 9.89 | 73.90 | 68.45 | 80.04 | 81.15 | 87.38 | 77.26 | 5.20 |
#6 - plants | 27.66 | 52.97 | 0.00 | 17.89 | 17.52 | 30.61 | 78.43 | 63.20 | 65.99 | 95.27 | 34.01 | 0.87 | 75.71 | 64.04 | 5.32 | 78.07 | 12.37 | 11.52 | 45.39 | 44.54 | 65.99 | 55.97 | 63.20 | 20.71 | 76.78 | 9.09 | 21.00 | 73.65 | 9.85 | 60.26 | 49.16 | 65.49 | 67.85 | 87.57 | 53.14 | 7.64 |
#6 - rock | 46.82 | 34.70 | 0.00 | 18.02 | 16.60 | 23.80 | 42.40 | 66.07 | 72.01 | 90.58 | 27.99 | 2.52 | 76.16 | 65.39 | 6.34 | 78.48 | 18.39 | 11.00 | 38.28 | 30.89 | 72.01 | 64.40 | 67.57 | 17.74 | 79.69 | 7.84 | 20.73 | 73.78 | 11.28 | 63.43 | 56.62 | 70.29 | 70.82 | 75.16 | 67.55 | 5.50 |
#6 - stone | 66.95 | 13.34 | 13.59 | 10.11 | 10.03 | 10.35 | 8.76 | 79.47 | 85.69 | 90.99 | 14.31 | 2.23 | 85.85 | 80.48 | 4.51 | 86.99 | 12.90 | 6.88 | 22.70 | 16.68 | 85.69 | 80.50 | 80.29 | 10.31 | 80.13 | 4.82 | 15.26 | 80.73 | 6.44 | 81.47 | 76.17 | 85.74 | 85.78 | 85.51 | 86.14 | 4.86 |
#6 - textile | 96.12 | 0.00 | 0.00 | 1.50 | 0.59 | 2.56 | 3.25 | 93.69 | 96.72 | 96.83 | 3.28 | 0.70 | 96.54 | 95.08 | 0.78 | 96.65 | 5.66 | 4.48 | 7.46 | 6.27 | 96.72 | 94.15 | 93.69 | 3.28 | 94.77 | 2.44 | 8.48 | 90.98 | 2.04 | 93.57 | 90.22 | 94.84 | 94.85 | 94.41 | 95.31 | 1.68 |
#6 - wood | 57.52 | 38.40 | 0.00 | 0.99 | 0.29 | 9.09 | 8.90 | 77.05 | 79.78 | 95.90 | 20.22 | 0.75 | 85.10 | 77.57 | 5.23 | 86.43 | 7.20 | 5.21 | 28.28 | 26.28 | 79.78 | 73.41 | 77.12 | 11.75 | 83.58 | 5.49 | 15.12 | 81.53 | 7.16 | 76.42 | 68.04 | 80.73 | 81.55 | 93.39 | 71.36 | 6.95 |
mean | 56.96 | 32.75 | 6.74 | 7.45 | 7.05 | 15.50 | 38.33 | 72.29 | 77.63 | 90.76 | 22.37 | 1.70 | 80.75 | 72.92 | 4.90 | 82.35 | 11.72 | 7.91 | 31.90 | 28.09 | 77.63 | 70.77 | 73.29 | 13.96 | 80.10 | 6.64 | 17.51 | 78.28 | 8.61 | 71.79 | 64.05 | 76.75 | 77.95 | 86.18 | 72.30 | 6.37 |
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 |