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Quantitative segmentation comparison for Flywing dataset
Mangal Prakash edited this page Jun 17, 2020
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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 |