Benchmark - Colour [normal] CL | result by | huangyuan's unet (unet21) |
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 | 99.96 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.02 | 99.92 | 99.96 | 99.96 | 0.04 | 0.02 | 99.96 | 99.94 | 0.02 | 99.96 | 0.08 | 0.04 | 0.11 | 0.08 | 99.96 | 99.92 | 99.92 | 0.04 | 99.96 | 0.05 | 0.30 | 99.70 | 0.05 | 99.88 | 99.84 | 99.92 | 99.92 | 99.92 | 99.92 | 0.02 |
#4 - all | 99.82 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.15 | 99.65 | 99.82 | 99.82 | 0.18 | 0.07 | 99.82 | 99.74 | 0.03 | 99.82 | 0.35 | 0.30 | 0.41 | 0.35 | 99.82 | 99.65 | 99.65 | 0.18 | 99.81 | 0.23 | 1.02 | 98.96 | 0.18 | 99.55 | 99.34 | 99.67 | 99.67 | 99.64 | 99.70 | 0.08 |
#5 - all | 99.81 | 0.00 | 0.00 | 0.00 | 0.00 | 0.39 | 0.12 | 99.61 | 99.81 | 99.81 | 0.19 | 0.03 | 99.81 | 99.71 | 0.05 | 99.81 | 0.39 | 0.31 | 0.46 | 0.39 | 99.81 | 99.61 | 99.61 | 0.19 | 99.69 | 0.23 | 0.87 | 99.05 | 0.11 | 99.70 | 99.55 | 99.78 | 99.78 | 99.79 | 99.76 | 0.08 |
#6 - all | 99.58 | 0.00 | 0.00 | 0.00 | 0.00 | 0.44 | 0.33 | 99.16 | 99.58 | 99.58 | 0.42 | 0.17 | 99.58 | 99.37 | 0.06 | 99.58 | 0.84 | 0.69 | 0.98 | 0.84 | 99.58 | 99.16 | 99.16 | 0.42 | 99.60 | 0.46 | 1.61 | 98.16 | 0.40 | 98.93 | 98.39 | 99.19 | 99.19 | 99.05 | 99.33 | 0.24 |
#7 - all | 96.81 | 0.00 | 0.00 | 0.00 | 0.00 | 0.64 | 0.71 | 94.00 | 96.81 | 97.16 | 3.19 | 0.71 | 96.70 | 95.21 | 1.50 | 96.84 | 4.99 | 2.78 | 7.87 | 5.65 | 96.81 | 94.36 | 94.00 | 3.19 | 96.42 | 1.61 | 5.17 | 94.46 | 1.75 | 93.98 | 90.55 | 95.04 | 95.05 | 93.59 | 96.54 | 1.37 |
#8 - all | 99.48 | 0.00 | 0.00 | 0.00 | 0.00 | 0.59 | 0.54 | 98.97 | 99.48 | 99.48 | 0.52 | 0.08 | 99.48 | 99.23 | 0.04 | 99.48 | 1.03 | 0.88 | 1.18 | 1.03 | 99.48 | 98.98 | 98.97 | 0.52 | 99.37 | 0.58 | 1.74 | 98.19 | 0.25 | 98.99 | 98.29 | 99.14 | 99.14 | 99.07 | 99.21 | 0.15 |
#9 - all | 69.22 | 26.79 | 0.00 | 0.84 | 0.00 | 1.20 | 1.09 | 82.75 | 86.03 | 91.59 | 13.97 | 0.74 | 87.87 | 79.05 | 3.12 | 88.33 | 7.17 | 4.43 | 18.66 | 15.93 | 89.11 | 83.65 | 86.15 | 7.17 | 84.60 | 3.58 | 10.16 | 88.69 | 4.35 | 84.08 | 76.44 | 86.65 | 87.02 | 95.45 | 79.33 | 8.50 |
#10 - all | 97.97 | 0.00 | 0.00 | 0.00 | 0.00 | 0.93 | 1.46 | 96.05 | 97.97 | 98.04 | 2.03 | 0.24 | 97.97 | 96.96 | 0.36 | 97.99 | 3.91 | 2.53 | 5.30 | 3.92 | 97.97 | 96.05 | 96.05 | 2.03 | 97.73 | 1.72 | 4.66 | 95.20 | 0.80 | 96.03 | 93.20 | 96.48 | 96.48 | 96.35 | 96.61 | 0.89 |
#11 - all | 99.56 | 0.00 | 0.00 | 0.00 | 0.00 | 0.30 | 0.25 | 99.14 | 99.56 | 99.57 | 0.44 | 0.03 | 99.57 | 99.35 | 0.05 | 99.57 | 0.86 | 0.66 | 1.07 | 0.86 | 99.56 | 99.14 | 99.14 | 0.44 | 99.35 | 0.46 | 1.21 | 98.73 | 0.14 | 99.32 | 98.80 | 99.40 | 99.40 | 99.50 | 99.29 | 0.10 |
#12 - all | 82.50 | 7.46 | 0.00 | 8.86 | 7.70 | 1.75 | 1.98 | 88.32 | 91.53 | 94.73 | 8.47 | 0.35 | 92.17 | 87.29 | 1.48 | 92.64 | 7.55 | 4.83 | 12.22 | 9.49 | 91.73 | 89.22 | 88.42 | 6.21 | 82.34 | 2.71 | 6.79 | 92.50 | 1.19 | 94.56 | 90.90 | 95.23 | 95.23 | 95.72 | 94.75 | 1.70 |
#6 - bark | 99.54 | 0.00 | 0.00 | 0.00 | 0.00 | 0.66 | 0.50 | 99.09 | 99.54 | 99.54 | 0.46 | 0.13 | 99.54 | 99.31 | 0.07 | 99.54 | 0.91 | 0.74 | 1.08 | 0.91 | 99.54 | 99.09 | 99.09 | 0.46 | 99.39 | 0.51 | 1.78 | 98.04 | 0.33 | 99.05 | 98.53 | 99.26 | 99.26 | 99.12 | 99.39 | 0.15 |
#6 - flowers | 99.02 | 0.00 | 0.00 | 0.00 | 0.00 | 2.81 | 1.79 | 74.75 | 75.33 | 75.37 | 24.67 | 3.25 | 75.35 | 63.00 | 3.42 | 75.35 | 1.92 | 1.63 | 2.22 | 1.93 | 99.02 | 98.08 | 98.08 | 0.98 | 98.75 | 0.90 | 3.14 | 96.64 | 0.59 | 98.22 | 97.21 | 98.59 | 98.59 | 98.36 | 98.82 | 0.50 |
#6 - glass | 98.86 | 0.00 | 0.00 | 0.00 | 0.00 | 0.66 | 0.53 | 97.76 | 98.86 | 98.88 | 1.14 | 0.40 | 98.86 | 98.30 | 0.39 | 98.86 | 2.19 | 1.41 | 3.02 | 2.24 | 98.86 | 97.79 | 97.76 | 1.14 | 98.56 | 1.03 | 3.58 | 96.16 | 0.89 | 97.30 | 95.81 | 97.86 | 97.87 | 97.20 | 98.54 | 0.61 |
#6 - man-made | 99.62 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.44 | 99.24 | 99.62 | 99.62 | 0.38 | 0.09 | 99.62 | 99.43 | 0.08 | 99.62 | 0.76 | 0.57 | 0.96 | 0.76 | 99.62 | 99.24 | 99.24 | 0.38 | 99.61 | 0.45 | 1.57 | 98.33 | 0.31 | 99.05 | 98.50 | 99.24 | 99.24 | 99.30 | 99.18 | 0.16 |
#6 - nature | 99.76 | 0.00 | 0.00 | 0.00 | 0.00 | 0.43 | 0.30 | 99.53 | 99.76 | 99.76 | 0.24 | 0.15 | 99.76 | 99.65 | 0.03 | 99.76 | 0.47 | 0.38 | 0.56 | 0.47 | 99.76 | 99.53 | 99.53 | 0.24 | 99.60 | 0.29 | 1.00 | 98.58 | 0.23 | 99.52 | 99.42 | 99.71 | 99.71 | 99.64 | 99.77 | 0.09 |
#6 - plants | 98.46 | 0.00 | 0.00 | 0.00 | 0.00 | 1.27 | 1.41 | 96.96 | 98.46 | 98.47 | 1.55 | 0.43 | 98.45 | 97.68 | 0.26 | 98.46 | 3.04 | 2.40 | 3.68 | 3.04 | 98.46 | 96.96 | 96.96 | 1.55 | 98.44 | 1.43 | 4.96 | 94.88 | 1.14 | 96.25 | 94.08 | 96.95 | 96.95 | 96.54 | 97.37 | 1.59 |
#6 - rock | 98.83 | 0.00 | 0.00 | 0.00 | 0.00 | 1.09 | 1.15 | 97.70 | 98.83 | 98.84 | 1.17 | 0.29 | 98.83 | 98.25 | 0.13 | 98.83 | 2.30 | 2.00 | 2.61 | 2.31 | 98.83 | 97.70 | 97.70 | 1.17 | 98.68 | 1.12 | 3.89 | 95.90 | 0.86 | 97.26 | 95.68 | 97.79 | 97.79 | 97.71 | 97.88 | 0.48 |
#6 - stone | 99.74 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.47 | 99.49 | 99.74 | 99.74 | 0.26 | 0.07 | 99.74 | 99.61 | 0.02 | 99.74 | 0.52 | 0.46 | 0.57 | 0.52 | 99.74 | 99.49 | 99.49 | 0.26 | 99.17 | 0.29 | 1.01 | 98.60 | 0.15 | 99.67 | 99.57 | 99.78 | 99.78 | 99.76 | 99.80 | 0.11 |
#6 - textile | 99.85 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.14 | 99.70 | 99.85 | 99.85 | 0.15 | 0.04 | 99.85 | 99.77 | 0.03 | 99.85 | 0.30 | 0.24 | 0.37 | 0.30 | 99.85 | 99.70 | 99.70 | 0.15 | 99.82 | 0.20 | 0.68 | 99.26 | 0.12 | 99.63 | 99.41 | 99.71 | 99.71 | 99.72 | 99.69 | 0.06 |
#6 - wood | 95.82 | 0.00 | 0.00 | 3.95 | 1.86 | 0.24 | 0.54 | 95.44 | 97.68 | 97.76 | 2.32 | 0.95 | 97.32 | 96.51 | 1.04 | 97.51 | 2.99 | 1.94 | 5.53 | 4.48 | 97.68 | 96.47 | 95.44 | 2.32 | 93.10 | 1.33 | 4.65 | 94.63 | 1.51 | 95.94 | 94.06 | 96.94 | 96.96 | 94.83 | 99.14 | 0.86 |
mean | 96.71 | 1.71 | 0.00 | 0.68 | 0.48 | 0.72 | 0.70 | 95.86 | 96.91 | 97.38 | 3.09 | 0.41 | 97.01 | 95.37 | 0.61 | 97.08 | 2.13 | 1.46 | 3.44 | 2.78 | 98.26 | 97.19 | 97.20 | 1.45 | 97.20 | 0.96 | 2.99 | 96.73 | 0.77 | 97.34 | 95.88 | 97.82 | 97.84 | 98.01 | 97.70 | 0.89 |
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 |