Unsupervised Video Object Segmentation with Motion-based Bilateral Networks

Benchmark Model Rank Results
video-salient-object-detection-on-davis-2016MBNM–S-Measure: 0.887MAX E-MEASURE: 0.966MAX F-MEASURE: 0.862…
video-salient-object-detection-on-davsod-easy35MBNM–S-Measure: 0.646max F-Measure: 0.506Average MAE: 0.109…
video-salient-object-detection-on-davsod-normal25MBNM–S-Measure: 0.597max E-measure: 0.665Average MAE: 0.127
video-salient-object-detection-on-fbms-59MBNM–S-Measure: 0.857MAX E-MEASURE: 0.892MAX F-MEASURE: 0.816…
video-salient-object-detection-on-mclMBNM–S-Measure: 0.755MAX E-MEASURE: 0.858MAX F-MEASURE: 0.698…
video-salient-object-detection-on-segtrack-v2MBNM–S-Measure: 0.809max E-measure: 0.878MAX F-MEASURE: 0.716…
video-salient-object-detection-on-uvsdMBNM–S-Measure: 0.698max E-measure: 0.776Average MAE: 0.079
video-salient-object-detection-on-visalMBNM–S-Measure: 0.857max E-measure: 0.892Average MAE: 0.047
video-salient-object-detection-on-vos-tMBNM–S-Measure: 0.742max E-measure: 0.797Average MAE: 0.099