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 byborkojos's coocurrence&naive bayes ()
set \ criterionCSOSUSMENEOCCACOCCIIIEAMSRMCIGCELCEBCEGBCEBGMSCSSCVDLAVINVINMIMARIJCDCFMIWIWIINBDE
#3 - all89.420.000.000.000.00100.00100.000.340.650.7299.3535.310.68-31.482.500.6818.5016.0421.2218.7689.4281.0481.2210.5989.465.5731.6168.3212.6571.6068.2381.1181.1181.4080.8313.26
#4 - all91.440.000.000.000.0099.9699.970.591.001.3699.0027.941.15-34.716.951.1715.4010.8020.2715.6791.4484.2184.518.5690.945.3724.1875.278.0379.4073.7084.8684.8684.8884.848.21
#5 - all74.390.000.0020.9721.83100.00100.001.812.794.3497.2114.703.38-34.6012.023.4715.188.9022.2916.0190.1483.1683.039.8686.154.8118.6579.507.1381.5175.9486.3386.3584.2788.495.49
#6 - all3.260.000.0095.7696.3598.3796.123.554.5214.1795.4810.056.65-20.5815.657.8540.9833.6659.4752.1554.7943.8544.1533.0559.9314.1149.1441.2029.1626.3829.9946.1546.3442.2750.8114.73
#7 - all51.550.000.0041.9343.26100.00100.001.091.782.3998.2212.762.00-37.349.382.0330.2124.5636.7631.1178.6267.4968.7820.7168.299.8431.5465.8910.1565.0255.2571.1871.1870.1072.287.73
#8 - all13.570.000.0083.5684.2299.8999.780.821.631.8498.3715.641.61-41.295.061.6743.4039.7752.8849.2463.7953.2751.4231.6867.6315.0445.1252.3014.6443.7635.4952.3852.4749.5255.609.19
#9 - all42.500.000.0051.9854.7198.7598.540.811.673.5098.339.231.59-44.6513.981.9736.1229.9142.4836.2873.1461.8262.3223.9056.6012.6135.7958.1412.8457.0748.0664.9264.9463.1366.818.59
#10 - all23.600.000.0070.9571.3397.8097.804.308.627.6691.388.617.48-33.728.207.7853.9249.7963.7459.6252.9041.5538.6543.6648.4719.4352.6443.9514.0236.0828.2244.0244.2140.2948.508.12
#11 - all0.000.000.00100.00100.0099.9699.893.839.835.2890.176.745.91-27.269.246.6745.0934.5561.5450.9956.5942.2745.3536.5857.6015.3039.8156.2313.8040.2131.5748.0048.4642.1655.706.18
#12 - all0.000.000.00100.00100.00100.00100.002.004.106.2195.909.533.72-39.106.804.3456.0748.8369.0561.8147.8334.2935.4545.7243.3019.4348.7846.6914.7830.0723.8038.4538.4940.1536.897.82
#6 - bark58.060.000.0035.3336.1593.3494.596.2011.0515.1888.959.5510.85-29.3815.5411.9130.0526.2234.8130.9878.5968.0567.7321.0771.639.6433.5562.9411.0567.8359.8974.9174.9174.5375.307.26
#6 - flowers24.530.000.0073.6174.5599.9299.843.075.227.7994.7812.425.68-34.5510.906.0842.2735.4151.0044.1369.2555.0655.6630.7566.3013.8348.1449.3716.4947.7740.8458.0058.0861.1755.148.37
#6 - glass17.470.000.0082.1379.4099.9599.904.364.8718.9695.1312.637.64-32.4014.939.5438.9729.4850.8341.3465.0153.9350.3931.1258.1711.4539.8757.1616.9848.7042.2959.4459.4558.4160.5013.29
#6 - man-made31.390.0019.9640.7935.77100.00100.003.135.705.9194.3016.825.78-31.4710.945.7934.3127.6346.4839.8071.2659.3359.2823.8671.6811.9441.5855.1416.4150.2143.4360.5660.5759.3461.8410.17
#6 - nature15.640.000.0081.3683.7799.5799.573.043.7118.9296.2913.975.79-25.1921.798.0925.9618.2348.6740.9473.5156.5863.3522.8766.9110.2435.6655.6322.6348.9147.1764.1065.9984.0751.8015.69
#6 - plants0.000.000.00100.00100.0096.6794.304.307.0418.8692.969.467.96-17.2111.029.9044.3636.1264.9856.7554.6041.3641.6438.0857.9715.7354.7839.2925.6729.2329.1045.0846.0537.4556.6213.70
#6 - rock0.000.000.00100.00100.0092.7391.224.798.4610.1391.5416.328.94-26.476.389.1141.1434.4050.8344.0971.2354.8456.6628.7769.7913.1045.6252.9816.1946.0638.8255.9356.0459.6052.698.29
#6 - stone78.870.000.0014.2314.3999.7899.250.321.062.4698.948.010.62-43.2830.091.0119.4615.7024.4320.6886.4979.0678.4112.8571.356.7623.5567.099.5178.9475.7486.2086.2086.0786.3210.70
#6 - textile84.470.000.005.139.1899.5599.601.121.723.1998.2819.702.17-38.389.432.3017.3211.8424.8219.3489.1280.2781.7510.8886.986.0421.0177.637.5276.6868.6081.3881.4685.3577.766.37
#6 - wood62.550.000.0031.8632.53100.00100.003.236.1516.6893.8510.525.99-29.3620.278.2522.5318.1730.0225.6783.3274.4973.4115.4671.087.4926.0769.4510.1472.8766.1479.6279.6677.1282.287.95
mean38.140.001.0056.4856.8798.8198.522.634.588.2895.4214.004.78-32.6212.055.4833.5627.5043.8337.7772.0560.8061.1625.0068.0111.3937.3558.7114.4954.9249.1164.1364.3464.0665.059.56
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