Revisiting Image Pyramid Structure for High Resolution Salient Object Detection

Benchmark Model Rank Results
dichotomous-image-segmentation-on-dis-te1InSPyReNet (HR scale)#4max F-Measure: 0.845weighted F-measure: 0.788MAE: 0.045
dichotomous-image-segmentation-on-dis-te1InSPyReNet#5max F-Measure: 0.834S-Measure: 0.862HCE: 148
dichotomous-image-segmentation-on-dis-te2InSPyReNet (HR scale)#4max F-Measure: 0.894S-Measure: 0.905HCE: 255
dichotomous-image-segmentation-on-dis-te2InSPyReNet#5max F-Measure: 0.881weighted F-measure: 0.834MAE: 0.038
dichotomous-image-segmentation-on-dis-te3InSPyReNet (HR scale)#4max F-Measure: 0.919weighted F-measure: 0.871MAE: 0.034
dichotomous-image-segmentation-on-dis-te3InSPyReNet#5max F-Measure: 0.904weighted F-measure: 0.856MAE: 0.038
dichotomous-image-segmentation-on-dis-te4InSPyReNet (HR scale)#3max F-Measure: 0.905weighted F-measure: 0.848MAE: 0.042
dichotomous-image-segmentation-on-dis-te4InSPyReNet#5max F-Measure: 0.892weighted F-measure: 0.840MAE: 0.046
dichotomous-image-segmentation-on-dis-vdInSPyReNet (HR scale)#5max F-Measure: 0.889S-Measure: 0.900HCE: 904
dichotomous-image-segmentation-on-dis-vdInSPyReNet#7max F-Measure: 0.876weighted F-measure: 0.826MAE: 0.043
rgb-salient-object-detection-on-davis-sInSPyReNet (DUTS, HRSOD)#5S-measure: 0.972F-measure: 0.976mBA: 0.770
rgb-salient-object-detection-on-davis-sInSPyReNet#7S-measure: 0.962F-measure: 0.959MAE: 0.009mBA: 0.743
rgb-salient-object-detection-on-hrsodInSPyReNet (DUTS, HRSOD)#4S-Measure: 0.960max F-Measure: 0.957MAE: 0.014mBA: 0.766
rgb-salient-object-detection-on-hrsodInSPyReNet (HRSOD, UHRSD)#7S-Measure: 0.956max F-Measure: 0.956MAE: 0.018mBA: 0.771
rgb-salient-object-detection-on-hrsodInSPyReNet#9S-Measure: 0.952max F-Measure: 0.949MAE: 0.016mBA: 0.738
rgb-salient-object-detection-on-uhrsdInSPyReNet (HRSOD, UHRSD)#2S-Measure: 0.953max F-Measure: 0.957MAE: 0.020mBA: 0.812
rgb-salient-object-detection-on-uhrsdInSPyReNet (DUTS, HRSOD)#7S-Measure: 0.936mBA: 0.785
rgb-salient-object-detection-on-uhrsdInSPyReNet#9S-Measure: 0.932max F-Measure: 0.938MAE: 0.029mBA: 0.741
salient-object-detection-on-dut-omronInSPyReNet#3S-Measure: 0.875F-measure: 0.832MAE: 0.045
salient-object-detection-on-duts-teInSPyReNet#6S-Measure: 0.931max F-measure: 0.892MAE: 0.024
salient-object-detection-on-ecssdInSPyReNet#2S-Measure: 0.936F-measure: 0.96MAE: 0.031
salient-object-detection-on-hku-isInSPyReNet#1S-Measure: 0.944F-measure: 0.955MAE: 0.028
salient-object-detection-on-pascal-sInSPyReNet#1S-Measure: 0.893F-measure: 0.893MAE: 0.048