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Models/BBS-Net

BBS-Net

Reported on 120 benchmarks across 5 tasks · 1 paper · 20 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology96 results

3DonLFSD
max E-Measure· 2020-07-06
90.1
best: 90.6 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonLFSD
max F-Measure· 2020-07-06
85.8
best: 87.4 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonRGBD135
max E-Measure· 2020-07-06
91.9
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonNLPR
S-Measure· 2020-07-06
93
best: 94.2 (DFormer-L)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonLFSD
max E-Measure· 2020-07-06
90.1
best: 90.6 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonLFSD
max F-Measure· 2020-07-06
85.8
best: 87.4 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonRGBD135
max E-Measure· 2020-07-06
91.9
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonNLPR
S-Measure· 2020-07-06
93
best: 94.2 (DFormer-L)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononLFSD
max E-Measure· 2020-07-06
90.1
best: 90.6 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononLFSD
max F-Measure· 2020-07-06
85.8
best: 87.4 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononRGBD135
max E-Measure· 2020-07-06
91.9
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononNLPR
S-Measure· 2020-07-06
93
best: 94.2 (DFormer-L)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konLFSD
max E-Measure· 2020-07-06
90.1
best: 90.6 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konLFSD
max F-Measure· 2020-07-06
85.8
best: 87.4 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konRGBD135
max E-Measure· 2020-07-06
91.9
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konNLPR
S-Measure· 2020-07-06
93
best: 94.2 (DFormer-L)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSTERE
Average MAE· 2020-07-06
0.041
best: 0.03 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSTERE
S-Measure· 2020-07-06
90.8
best: 92.3 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSTERE
max E-Measure· 2020-07-06
94.2
best: 95.2 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSTERE
max F-Measure· 2020-07-06
90.3
best: 92.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonLFSD
Average MAE· 2020-07-06
0.072
best: 0.065 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonLFSD
S-Measure· 2020-07-06
86.4
best: 86.8 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSIP
Average MAE· 2020-07-06
0.055
best: 0.032 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSIP
S-Measure· 2020-07-06
87.9
best: 91.5 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSIP
max E-Measure· 2020-07-06
92.2
best: 95 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonSIP
max F-Measure· 2020-07-06
88.3
best: 93.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonRGBD135
Average MAE· 2020-07-06
0.044
best: 0.042 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonRGBD135
S-Measure· 2020-07-06
88.2
best: 88.5 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonRGBD135
max F-Measure· 2020-07-06
85.9
best: 88.1 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonNLPR
Average MAE· 2020-07-06
0.023
best: 0.016 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonNLPR
max E-Measure· 2020-07-06
96.1
best: 97.1 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonNLPR
max F-Measure· 2020-07-06
91.8
best: 93.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonDES
Average MAE· 2020-07-06
0.021
best: 0.013 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonDES
S-Measure· 2020-07-06
93.3
best: 94.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonDES
max E-Measure· 2020-07-06
96.6
best: 98 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
3DonDES
max F-Measure· 2020-07-06
92.7
best: 95.6 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSTERE
Average MAE· 2020-07-06
0.041
best: 0.03 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSTERE
S-Measure· 2020-07-06
90.8
best: 92.3 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSTERE
max E-Measure· 2020-07-06
94.2
best: 95.2 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSTERE
max F-Measure· 2020-07-06
90.3
best: 92.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonLFSD
Average MAE· 2020-07-06
0.072
best: 0.065 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonLFSD
S-Measure· 2020-07-06
86.4
best: 86.8 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSIP
Average MAE· 2020-07-06
0.055
best: 0.032 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSIP
S-Measure· 2020-07-06
87.9
best: 91.5 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSIP
max E-Measure· 2020-07-06
92.2
best: 95 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonSIP
max F-Measure· 2020-07-06
88.3
best: 93.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonRGBD135
Average MAE· 2020-07-06
0.044
best: 0.042 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonRGBD135
S-Measure· 2020-07-06
88.2
best: 88.5 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonRGBD135
max F-Measure· 2020-07-06
85.9
best: 88.1 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonNLPR
Average MAE· 2020-07-06
0.023
best: 0.016 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonNLPR
max E-Measure· 2020-07-06
96.1
best: 97.1 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonNLPR
max F-Measure· 2020-07-06
91.8
best: 93.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonDES
Average MAE· 2020-07-06
0.021
best: 0.013 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonDES
S-Measure· 2020-07-06
93.3
best: 94.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonDES
max E-Measure· 2020-07-06
96.6
best: 98 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D ClassificationonDES
max F-Measure· 2020-07-06
92.7
best: 95.6 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSTERE
Average MAE· 2020-07-06
0.041
best: 0.03 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSTERE
S-Measure· 2020-07-06
90.8
best: 92.3 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSTERE
max E-Measure· 2020-07-06
94.2
best: 95.2 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSTERE
max F-Measure· 2020-07-06
90.3
best: 92.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononLFSD
Average MAE· 2020-07-06
0.072
best: 0.065 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononLFSD
S-Measure· 2020-07-06
86.4
best: 86.8 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSIP
Average MAE· 2020-07-06
0.055
best: 0.032 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSIP
S-Measure· 2020-07-06
87.9
best: 91.5 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSIP
max E-Measure· 2020-07-06
92.2
best: 95 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononSIP
max F-Measure· 2020-07-06
88.3
best: 93.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononRGBD135
Average MAE· 2020-07-06
0.044
best: 0.042 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononRGBD135
S-Measure· 2020-07-06
88.2
best: 88.5 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononRGBD135
max F-Measure· 2020-07-06
85.9
best: 88.1 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononNLPR
Average MAE· 2020-07-06
0.023
best: 0.016 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononNLPR
max E-Measure· 2020-07-06
96.1
best: 97.1 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononNLPR
max F-Measure· 2020-07-06
91.8
best: 93.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononDES
Average MAE· 2020-07-06
0.021
best: 0.013 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononDES
S-Measure· 2020-07-06
93.3
best: 94.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononDES
max E-Measure· 2020-07-06
96.6
best: 98 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
2D Object DetectiononDES
max F-Measure· 2020-07-06
92.7
best: 95.6 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSTERE
Average MAE· 2020-07-06
0.041
best: 0.03 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSTERE
S-Measure· 2020-07-06
90.8
best: 92.3 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSTERE
max E-Measure· 2020-07-06
94.2
best: 95.2 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSTERE
max F-Measure· 2020-07-06
90.3
best: 92.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konLFSD
Average MAE· 2020-07-06
0.072
best: 0.065 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konLFSD
S-Measure· 2020-07-06
86.4
best: 86.8 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSIP
Average MAE· 2020-07-06
0.055
best: 0.032 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSIP
S-Measure· 2020-07-06
87.9
best: 91.5 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSIP
max E-Measure· 2020-07-06
92.2
best: 95 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konSIP
max F-Measure· 2020-07-06
88.3
best: 93.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konRGBD135
Average MAE· 2020-07-06
0.044
best: 0.042 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konRGBD135
S-Measure· 2020-07-06
88.2
best: 88.5 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konRGBD135
max F-Measure· 2020-07-06
85.9
best: 88.1 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konNLPR
Average MAE· 2020-07-06
0.023
best: 0.016 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konNLPR
max E-Measure· 2020-07-06
96.1
best: 97.1 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konNLPR
max F-Measure· 2020-07-06
91.8
best: 93.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konDES
Average MAE· 2020-07-06
0.021
best: 0.013 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konDES
S-Measure· 2020-07-06
93.3
best: 94.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konDES
max E-Measure· 2020-07-06
96.6
best: 98 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
16konDES
max F-Measure· 2020-07-06
92.7
best: 95.6 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713

Computer Vision24 results

Object DetectiononLFSD
max E-Measure· 2020-07-06
90.1
best: 90.6 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononLFSD
max F-Measure· 2020-07-06
85.8
best: 87.4 (BTS-Net)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononRGBD135
max E-Measure· 2020-07-06
91.9
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononNLPR
S-Measure· 2020-07-06
93
best: 94.2 (DFormer-L)
SOTA
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSTERE
Average MAE· 2020-07-06
0.041
best: 0.03 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSTERE
S-Measure· 2020-07-06
90.8
best: 92.3 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSTERE
max E-Measure· 2020-07-06
94.2
best: 95.2 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSTERE
max F-Measure· 2020-07-06
90.3
best: 92.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononLFSD
Average MAE· 2020-07-06
0.072
best: 0.065 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononLFSD
S-Measure· 2020-07-06
86.4
best: 86.8 (UCNet-CVAE)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSIP
Average MAE· 2020-07-06
0.055
best: 0.032 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSIP
S-Measure· 2020-07-06
87.9
best: 91.5 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSIP
max E-Measure· 2020-07-06
92.2
best: 95 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononSIP
max F-Measure· 2020-07-06
88.3
best: 93.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononRGBD135
Average MAE· 2020-07-06
0.044
best: 0.042 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononRGBD135
S-Measure· 2020-07-06
88.2
best: 88.5 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononRGBD135
max F-Measure· 2020-07-06
85.9
best: 88.1 (DASNet)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononNLPR
Average MAE· 2020-07-06
0.023
best: 0.016 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononNLPR
max E-Measure· 2020-07-06
96.1
best: 97.1 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononNLPR
max F-Measure· 2020-07-06
91.8
best: 93.9 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononDES
Average MAE· 2020-07-06
0.021
best: 0.013 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononDES
S-Measure· 2020-07-06
93.3
best: 94.8 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononDES
max E-Measure· 2020-07-06
96.6
best: 98 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713
Object DetectiononDES
max F-Measure· 2020-07-06
92.7
best: 95.6 (DFormer-L)
Bifurcated backbone strategy for RGB-D salient object detection arXiv:2007.02713