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