The Prague Texture Segmentation Datagenerator and Benchmark - Result Details
optimized
for

It is possible that the resulting index maps don't correspond to the training set's indeces according to the data.xml file!
It leads to the wrong values of pixel-wise criteria as a result.


Benchmark - Colour [normal] CLresult byhuangyuan's unet (without ewt)
set \ criterionCSOSUSMENEOCCACOCCIIIEAMSRMCIGCELCEBCEGBCEBGMSCSSCVDLAVINVINMIMARIJCDCFMIWIWIINBDE
#3 - all99.960.000.000.000.00100.0099.990.020.030.0399.9735.140.03-31.853.340.030.080.040.110.0899.9699.9299.920.0499.960.050.3099.700.0599.8899.8499.9299.9299.9299.920.02
#4 - all99.820.000.000.000.0099.9799.970.030.060.0599.9428.640.05-37.488.280.050.350.300.410.3599.8299.6599.650.1899.810.231.0298.960.1899.5599.3499.6799.6799.6499.700.08
#5 - all99.810.000.000.000.0099.99100.000.020.040.0899.9613.750.05-37.3912.120.050.390.310.460.3999.8199.6199.610.1999.690.230.8799.050.1199.7099.5599.7899.7899.7999.760.08
#6 - all99.580.000.000.000.00100.00100.000.000.000.01100.0013.670.00-44.9320.860.010.840.690.980.8499.5899.1699.160.4299.600.461.6198.160.4098.9398.3999.1999.1999.0599.330.24
#7 - all96.810.000.000.000.00100.00100.000.030.050.1099.9514.830.06-45.549.590.074.992.787.875.6596.8194.3694.003.1996.421.615.1794.461.7593.9890.5595.0495.0593.5996.541.37
#8 - all99.480.000.000.000.00100.00100.000.040.110.0799.8914.070.09-42.575.840.091.030.881.181.0399.4898.9898.970.5299.370.581.7498.190.2598.9998.2999.1499.1499.0799.210.15
#9 - all69.2226.790.000.840.00100.00100.000.991.343.3598.6611.131.91-43.8410.352.127.174.4318.6615.9389.1183.6586.157.1784.603.5810.1688.694.3584.0876.4486.6587.0295.4579.338.50
#10 - all97.970.000.000.000.0099.9999.990.360.630.8699.3710.370.71-43.074.650.723.912.535.303.9297.9796.0596.052.0397.731.724.6695.200.8096.0393.2096.4896.4896.3596.610.89
#11 - all99.560.000.000.000.00100.00100.000.060.090.2199.917.930.12-39.846.280.140.860.661.070.8699.5699.1499.140.4499.350.461.2198.730.1499.3298.8099.4099.4099.5099.290.10
#12 - all82.507.460.008.867.70100.00100.000.280.480.5899.527.420.53-44.199.220.537.554.8312.229.4991.7389.2288.426.2182.342.716.7992.501.1994.5690.9095.2395.2395.7294.751.70
#6 - bark99.540.000.000.000.00100.00100.000.020.060.0499.9412.360.04-46.5315.330.050.910.741.080.9199.5499.0999.090.4699.390.511.7898.040.3399.0598.5399.2699.2699.1299.390.15
#6 - flowers99.020.000.000.000.0099.8899.9614.4314.9314.7385.0711.4114.79-23.0713.0314.811.921.632.221.9399.0298.0898.080.9898.750.903.1496.640.5998.2297.2198.5998.5998.3698.820.50
#6 - glass98.860.000.000.000.0099.9199.920.070.130.1899.8715.940.14-40.8714.060.142.191.413.022.2498.8697.7997.761.1498.561.033.5896.160.8997.3095.8197.8697.8797.2098.540.61
#6 - man-made99.620.000.000.000.00100.00100.000.050.090.1099.9119.550.09-35.475.090.090.760.570.960.7699.6299.2499.240.3899.610.451.5798.330.3199.0598.5099.2499.2499.3099.180.16
#6 - nature99.760.000.000.000.00100.00100.000.000.010.0199.9913.460.01-20.7822.250.010.470.380.560.4799.7699.5399.530.2499.600.291.0098.580.2399.5299.4299.7199.7199.6499.770.09
#6 - plants98.460.000.000.000.0099.9199.890.170.280.4199.7216.850.33-35.324.520.343.042.403.683.0498.4696.9696.961.5598.441.434.9694.881.1496.2594.0896.9596.9596.5497.371.59
#6 - rock98.830.000.000.000.0099.9399.860.100.200.2399.8019.540.20-41.439.070.212.302.002.612.3198.8397.7097.701.1798.681.123.8995.900.8697.2695.6897.7997.7997.7197.880.48
#6 - stone99.740.000.000.000.00100.00100.000.010.040.0299.9611.200.01-47.6629.190.020.520.460.570.5299.7499.4999.490.2699.170.291.0198.600.1599.6799.5799.7899.7899.7699.800.11
#6 - textile99.850.000.000.000.0099.9899.980.010.020.0599.9819.780.03-40.2910.980.030.300.240.370.3099.8599.7099.700.1599.820.200.6899.260.1299.6399.4199.7199.7199.7299.690.06
#6 - wood95.820.000.003.951.86100.00100.000.000.000.00100.0013.500.00-39.2919.620.002.991.945.534.4897.6896.4795.442.3293.101.334.6594.631.5195.9494.0696.9496.9694.8399.140.86
mean96.711.710.000.680.4899.9899.980.830.931.0599.0715.530.96-39.0711.680.972.131.463.442.7898.2697.1997.201.4597.200.962.9996.730.7797.3495.8897.8297.8498.0197.700.89
criterionGraph
correct
over
under
missed
noise
F-measure
imageTexture mosaic (undegraded)Ground truthSegmentation
#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