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Quantitative segmentation comparison for Flywing dataset

Mangal Prakash edited this page Jun 17, 2020 · 5 revisions

AP scores for Flywing n0 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.513±0.050 0.635±0.107 0.740±0.080 0.919±0.003 0.883±0.025
Sequential 0.563±0.077 0.604±0.090 0.827±0.041 0.915±0.005 0.891±0.013
DenoiSeg Alpha 0.5 0.737±0.041 0.808±0.013 0.849±0.012 0.894±0.008 0.925±0.001
DenoiSeg Alpha 0.3 0.772±0.030 0.786±0.040 0.838±0.028 0.912±0.003 0.919±0.004
DenoiSeg Alpha 0.7 0.680±0.040 0.795±0.009 0.811±0.006 0.871±0.012 0.913±0.007
DenoiSeg Alpha best 0.806±0.014 0.871±0.006 0.892±0.005 0.923±0.003 0.929±0.0008

SEG scores for Flywing n0 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.518±0.047 0.597±0.055 0.691±0.038 0.758±0.003 0.757±0.025
Sequential 0.545±0.058 0.583±0.042 0.702±0.027 0.752±0.004 0.757±0.005
DenoiSeg Alpha 0.5 0.615±0.033 0.666±0.013 0.703±0.008 0.739±0.009 0.758±0.001
DenoiSeg Alpha 0.3 0.635±0.025 0.657±0.014 0.707±0.011 0.745±0.002 0.759±0.004
DenoiSeg Alpha 0.7 0.571±0.030 0.659±0.009 0.658±0.005 0.716±0.011 0.749±0.002
DenoiSeg Alpha best 0.672±0.015 0.718±0.005 0.741±0.004 0.757±0.002 0.763±0.002

AP scores for Flywing n10 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.577±0.036 0.592±0.078 0.828±0.025 0.920±0.003 0.921±0.002
Sequential 0.569±0.061 0.676±0.105 0.860±0.026 0.904±0.009 0.917±0.002
DenoiSeg Alpha 0.5 0.782±0.026 0.855±0.008 0.874±0.012 0.891±0.009 0.898±0.012
DenoiSeg Alpha 0.3 0.799±0.036 0.847±0.011 0.862±0.020 0.880±0.010 0.916±0.005
DenoiSeg Alpha 0.7 0.736±0.046 0.801±0.027 0.862±0.011 0.894±0.005 0.907±0.007
DenoiSeg Alpha best 0.857±0.010 0.878±0.010 0.893±0.005 0.919±0.003 0.929±0.0009

SEG scores for Flywing n10 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.547±0.018 0.558±0.043 0.720±0.010 0.753±0.003 0.759±0.002
Sequential 0.556±0.041 0.627±0.055 0.717±0.020 0.742±0.009 0.758±0.003
DenoiSeg Alpha 0.5 0.653±0.026 0.710±0.007 0.707±0.015 0.751±0.005 0.741±0.007
DenoiSeg Alpha 0.3 0.654±0.034 0.704±0.005 0.706±0.005 0.739±0.009 0.753±0.002
DenoiSeg Alpha 0.7 0.614±0.034 0.668±0.023 0.721±0.005 0.715±0.015 0.747±0.002
DenoiSeg Alpha best 0.709±0.011 0.734±0.004 0.738±0.006 0.761±0.002 0.760±0.001

AP scores for Flywing n20 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.409±0.071 0.579±0.119 0.670±0.123 0.899±0.008 0.919±0.004
Sequential 0.552±0.069 0.731±0.044 0.878±0.015 0.906±0.012 0.917±0.003
DenoiSeg Alpha 0.5 0.788±0.078 0.865±0.014 0.880±0.014 0.895±0.005 0.902±0.009
DenoiSeg Alpha 0.3 0.848±0.019 0.868±0.014 0.878±0.011 0.913±0.004 0.916±0.005
DenoiSeg Alpha 0.7 0.824±0.041 0.878±0.007 0.870±0.012 0.894±0.007 0.892±0.010
DenoiSeg Alpha best 0.882±0.014 0.907±0.003 0.899±0.005 0.917±0.003 0.929±0.001

SEG scores for Flywing n20 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.422±0.039 0.548±0.064 0.593±0.075 0.742±0.003 0.757±0.001
Sequential 0.561±0.036 0.656±0.022 0.733±0.010 0.749±0.003 0.751±0.003
DenoiSeg Alpha 0.5 0.662±0.060 0.709±0.011 0.732±0.011 0.747±0.006 0.745±0.006
DenoiSeg Alpha 0.3 0.693±0.021 0.715±0.008 0.734±0.008 0.756±0.007 0.743±0.005
DenoiSeg Alpha 0.7 0.685±0.032 0.722±0.011 0.714±0.007 0.736±0.006 0.739±0.012
DenoiSeg Alpha best 0.724±0.018 0.751±0.005 0.749±0.005 0.766±0.003 0.770±0.001