Bilateral Reference for High-Resolution Dichotomous Image Segmentation

Benchmark Model Rank Results
camouflaged-object-segmentation-on-camoBiRefNet#2S-Measure: 0.904Weighted F-Measure: 0.890MAE: 0.030
camouflaged-object-segmentation-on-chameleonBiRefNet#1S-measure: 0.932weighted F-measure: 0.914MAE: 0.015
camouflaged-object-segmentation-on-codBiRefNet#1S-Measure: 0.913Weighted F-Measure: 0.874MAE: 0.014
camouflaged-object-segmentation-on-nc4kBiRefNet#2S-measure: 0.914weighted F-measure: 0.894MAE: 0.023
dichotomous-image-segmentation-on-dis-te1BiRefNet#3max F-Measure: 0.855weighted F-measure: 0.814MAE: 0.038
dichotomous-image-segmentation-on-dis-te2BiRefNet#3max F-Measure: 0.898weighted F-measure: 0.863MAE: 0.035
dichotomous-image-segmentation-on-dis-te3BiRefNet#3max F-Measure: 0.923weighted F-measure: 0.891MAE: 0.030
dichotomous-image-segmentation-on-dis-te4BiRefNet#4max F-Measure: 0.900weighted F-measure: 0.861MAE: 0.040
dichotomous-image-segmentation-on-dis-vdBiRefNet#6max F-Measure: 0.889weighted F-measure: 0.853MAE: 0.038
rgb-salient-object-detection-on-davis-sBiRefNet (HRSOD, UHRSD)#1S-measure: 0.976F-measure: 0.980MAE: 0.006
rgb-salient-object-detection-on-davis-sBiRefNet (DUTS, HRSOD, UHRSD)#2S-measure: 0.975F-measure: 0.979MAE: 0.006
rgb-salient-object-detection-on-davis-sBiRefNet (DUTS, UHRSD)#3S-measure: 0.975F-measure: 0.977MAE: 0.006
rgb-salient-object-detection-on-davis-sBiRefNet (DUTS, HRSOD)#4S-measure: 0.973F-measure: 0.976MAE: 0.006
rgb-salient-object-detection-on-davis-sBiRefNet (DUTS)#6S-measure: 0.967F-measure: 0.966MAE: 0.008
rgb-salient-object-detection-on-hrsodBiRefNet (DUTS, HRSOD)#2S-Measure: 0.962max F-Measure: 0.963MAE: 0.011
rgb-salient-object-detection-on-hrsodBiRefNet (DUTS, HRSOD, UHRSD)#3S-Measure: 0.962max F-Measure: 0.961MAE: 0.013
rgb-salient-object-detection-on-hrsodBiRefNet (DUTS, UHRSD)#5S-Measure: 0.959max F-Measure: 0.958MAE: 0.014
rgb-salient-object-detection-on-hrsodBiRefNet (DUTS)#6S-Measure: 0.957max F-Measure: 0.958MAE: 0.014
rgb-salient-object-detection-on-hrsodBiRefNet (HRSOD, UHRSD)#8S-Measure: 0.956max F-Measure: 0.953MAE: 0.016
rgb-salient-object-detection-on-uhrsdBiRefNet (DUTS, HRSOD, UHRSD)#1S-Measure: 0.957max F-Measure: 0.963MAE: 0.016
rgb-salient-object-detection-on-uhrsdBiRefNet (DUTS, UHRSD)#4S-Measure: 0.952max F-Measure: 0.960MAE: 0.019
rgb-salient-object-detection-on-uhrsdBiRefNet (HRSOD, UHRSD)#5S-Measure: 0.952max F-Measure: 0.958MAE: 0.019
rgb-salient-object-detection-on-uhrsdBiRefNet (DUTS, HRSOD)#6S-Measure: 0.937max F-Measure: 0.942MAE: 0.024
rgb-salient-object-detection-on-uhrsdBiRefNet (DUTS)#10S-Measure: 0.931max F-Measure: 0.933MAE: 0.030
salient-object-detection-on-dut-omronBiRefNet (DUTS, HRSOD, UHRSD)#1S-Measure: 0.882F-measure: 0.839mean E-Measure: 0.896MAE: 0.038
salient-object-detection-on-dut-omronBiRefNet (DUTS, UHRSD)#2S-Measure: 0.881F-measure: 0.837mean E-Measure: 0.896MAE: 0.036
salient-object-detection-on-dut-omronBiRefNet (DUTS, HRSOD)#5S-Measure: 0.868F-measure: 0.818mean E-Measure: 0.882MAE: 0.040
salient-object-detection-on-dut-omronBiRefNet (DUTS)#6S-Measure: 0.868F-measure: 0.813mean E-Measure: 0.878MAE: 0.040
salient-object-detection-on-dut-omronBiRefNet (HRSOD, UHRSD)#7S-Measure: 0.864F-measure: 0.810mean E-Measure: 0.879MAE: 0.040
salient-object-detection-on-duts-teBiRefNet (DUTS, HRSOD, UHRSD)#1S-Measure: 0.944max F-measure: 0.943mean E-Measure: 0.962
salient-object-detection-on-duts-teBiRefNet (DUTS, UHRSD)#2S-Measure: 0.942max F-measure: 0.942mean E-Measure: 0.961
salient-object-detection-on-duts-teBiRefNet (DUTS)#3S-Measure: 0.939max F-measure: 0.937mean E-Measure: 0.958
salient-object-detection-on-duts-teBiRefNet (DUTS, HRSOD)#4S-Measure: 0.938max F-measure: 0.935mean E-Measure: 0.960
salient-object-detection-on-duts-teBiRefNet (HRSOD, UHRSD)#5S-Measure: 0.933max F-measure: 0.928mean E-Measure: 0.954