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Quantitative segmentation comparison for Mouse dataset

Mangal Prakash edited this page Jun 17, 2020 · 3 revisions

AP scores for Mouse n0 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.399±0.014 0.385±0.023 0.500±0.016 0.525±0.013 0.570±0.004
Sequential 0.399±0.024 0.407±0.011 0.499±0.006 0.531±0.016 0.564±0.009
DenoiSeg Alpha 0.5 0.414±0.034 0.432±0.021 0.516±0.005 0.523±0.011 0.544±0.006
DenoiSeg Alpha 0.3 0.433±0.021 0.453±0.022 0.507±0.009 0.513±0.017 0.552±0.008
DenoiSeg Alpha 0.7 0.437±0.021 0.403±0.018 0.506±0.013 0.539±0.004 0.540±0.011
DenoiSeg Alpha best 0.462±0.019 0.484±0.020 0.539±0.003 0.546±0.004 0.571±0.003

SEG scores for Mouse n0 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.531±0.027 0.537±0.019 0.661±0.022 0.683±0.008 0.716±0.005
Sequential 0.519±0.021 0.557±0.022 0.657±0.009 0.684±0.014 0.714±0.009
DenoiSeg Alpha 0.5 0.596±0.026 0.598±0.025 0.667±0.006 0.675±0.010 0.696±0.002
DenoiSeg Alpha 0.3 0.604±0.024 0.616±0.026 0.661±0.007 0.670±0.012 0.704±0.003
DenoiSeg Alpha 0.7 0.604±0.025 0.572±0.022 0.659±0.012 0.680±0.005 0.689±0.005
DenoiSeg Alpha best 0.636±0.022 0.653±0.016 0.682±0.003 0.691±0.006 0.716±0.003

AP scores for Mouse n10 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.356±0.024 0.355±0.010 0.488±0.010 0.518±0.010 0.549±0.014
Sequential 0.379±0.023 0.407±0.013 0.468±0.040 0.505±0.005 0.546±0.012
DenoiSeg Alpha 0.5 0.449±0.025 0.491±0.025 0.515±0.007 0.534±0.010 0.559±0.009
DenoiSeg Alpha 0.3 0.458±0.021 0.462±0.025 0.502±0.009 0.513±0.009 0.561±0.009
DenoiSeg Alpha 0.7 0.423±0.014 0.439±0.027 0.529±0.006 0.544±0.007 0.569±0.008
DenoiSeg Alpha best 0.497±0.021 0.502±0.023 0.558±0.002 0.558±0.006 0.586±0.006

SEG scores for Mouse n10 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.528±0.015 0.552±0.025 0.652±0.011 0.683±0.009 0.700±0.009
Sequential 0.515±0.030 0.551±0.018 0.632±0.031 0.665±0.004 0.700±0.010
DenoiSeg Alpha 0.5 0.630±0.027 0.656±0.029 0.677±0.003 0.687±0.006 0.703±0.005
DenoiSeg Alpha 0.3 0.639±0.025 0.633±0.024 0.654±0.012 0.682±0.006 0.700±0.007
DenoiSeg Alpha 0.7 0.616±0.012 0.616±0.025 0.685±0.002 0.690±0.005 0.705±0.003
DenoiSeg Alpha best 0.666±0.020 0.664±0.022 0.703±0.001 0.704±0.005 0.717±0.003

AP scores for Mouse n20 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.342±0.014 0.383±0.014 0.456±0.021 0.487±0.010 0.515±0.009
Sequential 0.420±0.018 0.432±0.016 0.517±0.009 0.505±0.011 0.533±0.005
DenoiSeg Alpha 0.5 0.489±0.023 0.495±0.023 0.541±0.011 0.553±0.011 0.560±0.006
DenoiSeg Alpha 0.3 0.477±0.022 0.465±0.031 0.523±0.006 0.529±0.010 0.545±0.005
DenoiSeg Alpha 0.7 0.449±0.008 0.481±0.022 0.533±0.011 0.560±0.007 0.581±0.004
DenoiSeg Alpha best 0.538±0.011 0.524±0.020 0.562±0.004 0.571±0.004 0.591±0.006

SEG scores for Mouse n20 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.506±0.013 0.568±0.027 0.632±0.020 0.651±0.010 0.674±0.008
Sequential 0.582±0.026 0.560±0.020 0.663±0.010 0.662±0.006 0.677±0.004
DenoiSeg Alpha 0.5 0.663±0.018 0.664±0.019 0.692±0.007 0.698±0.006 0.700±0.003
DenoiSeg Alpha 0.3 0.661±0.022 0.643±0.022 0.670±0.006 0.676±0.008 0.689±0.003
DenoiSeg Alpha 0.7 0.647±0.009 0.665±0.018 0.698±0.004 0.705±0.005 0.718±0.001
DenoiSeg Alpha best 0.688±0.012 0.678±0.016 0.709±0.002 0.711±0.003 0.721±0.0005