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Models/BiANet

BiANet

Reported on 120 benchmarks across 5 tasks · 1 paper · 65 SOTA

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

Methodology96 results

3DonNJU2K
Average MAE· 2020-04-30
0.039
best: 0.023 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNJU2K
S-Measure· 2020-04-30
91.5
best: 93.7 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNJU2K
max E-Measure· 2020-04-30
94.8
best: 96.4 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNJU2K
max F-Measure· 2020-04-30
92
best: 94.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSIP
S-Measure· 2020-04-30
88.3
best: 91.5 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSIP
max E-Measure· 2020-04-30
92.5
best: 95 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSIP
max F-Measure· 2020-04-30
89
best: 93.8 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonRGBD135
Average MAE· 2020-04-30
0.05
best: 0.042 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonRGBD135
S-Measure· 2020-04-30
86.7
best: 88.5 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonRGBD135
max E-Measure· 2020-04-30
91.6
best: 91.9 (BBS-Net)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonRGBD135
max F-Measure· 2020-04-30
84.9
best: 88.1 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonDES
max E-Measure· 2020-04-30
97.1
best: 98 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonDES
max F-Measure· 2020-04-30
92.6
best: 95.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNJU2K
Average MAE· 2020-04-30
0.039
best: 0.023 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNJU2K
S-Measure· 2020-04-30
91.5
best: 93.7 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNJU2K
max E-Measure· 2020-04-30
94.8
best: 96.4 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNJU2K
max F-Measure· 2020-04-30
92
best: 94.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSIP
S-Measure· 2020-04-30
88.3
best: 91.5 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSIP
max E-Measure· 2020-04-30
92.5
best: 95 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSIP
max F-Measure· 2020-04-30
89
best: 93.8 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonRGBD135
Average MAE· 2020-04-30
0.05
best: 0.042 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonRGBD135
S-Measure· 2020-04-30
86.7
best: 88.5 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonRGBD135
max E-Measure· 2020-04-30
91.6
best: 91.9 (BBS-Net)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonRGBD135
max F-Measure· 2020-04-30
84.9
best: 88.1 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonDES
max E-Measure· 2020-04-30
97.1
best: 98 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonDES
max F-Measure· 2020-04-30
92.6
best: 95.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNJU2K
Average MAE· 2020-04-30
0.039
best: 0.023 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNJU2K
S-Measure· 2020-04-30
91.5
best: 93.7 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNJU2K
max E-Measure· 2020-04-30
94.8
best: 96.4 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNJU2K
max F-Measure· 2020-04-30
92
best: 94.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSIP
S-Measure· 2020-04-30
88.3
best: 91.5 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSIP
max E-Measure· 2020-04-30
92.5
best: 95 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSIP
max F-Measure· 2020-04-30
89
best: 93.8 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononRGBD135
Average MAE· 2020-04-30
0.05
best: 0.042 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononRGBD135
S-Measure· 2020-04-30
86.7
best: 88.5 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononRGBD135
max E-Measure· 2020-04-30
91.6
best: 91.9 (BBS-Net)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononRGBD135
max F-Measure· 2020-04-30
84.9
best: 88.1 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononDES
max E-Measure· 2020-04-30
97.1
best: 98 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononDES
max F-Measure· 2020-04-30
92.6
best: 95.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNJU2K
Average MAE· 2020-04-30
0.039
best: 0.023 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNJU2K
S-Measure· 2020-04-30
91.5
best: 93.7 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNJU2K
max E-Measure· 2020-04-30
94.8
best: 96.4 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNJU2K
max F-Measure· 2020-04-30
92
best: 94.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSIP
S-Measure· 2020-04-30
88.3
best: 91.5 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSIP
max E-Measure· 2020-04-30
92.5
best: 95 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSIP
max F-Measure· 2020-04-30
89
best: 93.8 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konRGBD135
Average MAE· 2020-04-30
0.05
best: 0.042 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konRGBD135
S-Measure· 2020-04-30
86.7
best: 88.5 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konRGBD135
max E-Measure· 2020-04-30
91.6
best: 91.9 (BBS-Net)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konRGBD135
max F-Measure· 2020-04-30
84.9
best: 88.1 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konDES
max E-Measure· 2020-04-30
97.1
best: 98 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konDES
max F-Measure· 2020-04-30
92.6
best: 95.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSTERE
Average MAE· 2020-04-30
0.043
best: 0.03 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSTERE
S-Measure· 2020-04-30
90.4
best: 92.3 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSTERE
max E-Measure· 2020-04-30
94.2
best: 95.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSTERE
max F-Measure· 2020-04-30
89.8
best: 92.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonSIP
Average MAE· 2020-04-30
0.052
best: 0.032 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNLPR
Average MAE· 2020-04-30
0.024
best: 0.016 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNLPR
S-Measure· 2020-04-30
92.5
best: 94.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNLPR
max E-Measure· 2020-04-30
96.1
best: 97.1 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonNLPR
max F-Measure· 2020-04-30
91.4
best: 93.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonDES
Average MAE· 2020-04-30
0.021
best: 0.013 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
3DonDES
S-Measure· 2020-04-30
93.1
best: 94.8 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSTERE
Average MAE· 2020-04-30
0.043
best: 0.03 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSTERE
S-Measure· 2020-04-30
90.4
best: 92.3 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSTERE
max E-Measure· 2020-04-30
94.2
best: 95.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSTERE
max F-Measure· 2020-04-30
89.8
best: 92.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonSIP
Average MAE· 2020-04-30
0.052
best: 0.032 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNLPR
Average MAE· 2020-04-30
0.024
best: 0.016 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNLPR
S-Measure· 2020-04-30
92.5
best: 94.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNLPR
max E-Measure· 2020-04-30
96.1
best: 97.1 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonNLPR
max F-Measure· 2020-04-30
91.4
best: 93.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonDES
Average MAE· 2020-04-30
0.021
best: 0.013 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D ClassificationonDES
S-Measure· 2020-04-30
93.1
best: 94.8 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSTERE
Average MAE· 2020-04-30
0.043
best: 0.03 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSTERE
S-Measure· 2020-04-30
90.4
best: 92.3 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSTERE
max E-Measure· 2020-04-30
94.2
best: 95.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSTERE
max F-Measure· 2020-04-30
89.8
best: 92.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononSIP
Average MAE· 2020-04-30
0.052
best: 0.032 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNLPR
Average MAE· 2020-04-30
0.024
best: 0.016 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNLPR
S-Measure· 2020-04-30
92.5
best: 94.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNLPR
max E-Measure· 2020-04-30
96.1
best: 97.1 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononNLPR
max F-Measure· 2020-04-30
91.4
best: 93.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononDES
Average MAE· 2020-04-30
0.021
best: 0.013 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
2D Object DetectiononDES
S-Measure· 2020-04-30
93.1
best: 94.8 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSTERE
Average MAE· 2020-04-30
0.043
best: 0.03 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSTERE
S-Measure· 2020-04-30
90.4
best: 92.3 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSTERE
max E-Measure· 2020-04-30
94.2
best: 95.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSTERE
max F-Measure· 2020-04-30
89.8
best: 92.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konSIP
Average MAE· 2020-04-30
0.052
best: 0.032 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNLPR
Average MAE· 2020-04-30
0.024
best: 0.016 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNLPR
S-Measure· 2020-04-30
92.5
best: 94.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNLPR
max E-Measure· 2020-04-30
96.1
best: 97.1 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konNLPR
max F-Measure· 2020-04-30
91.4
best: 93.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konDES
Average MAE· 2020-04-30
0.021
best: 0.013 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
16konDES
S-Measure· 2020-04-30
93.1
best: 94.8 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582

Computer Vision24 results

Object DetectiononNJU2K
Average MAE· 2020-04-30
0.039
best: 0.023 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNJU2K
S-Measure· 2020-04-30
91.5
best: 93.7 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNJU2K
max E-Measure· 2020-04-30
94.8
best: 96.4 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNJU2K
max F-Measure· 2020-04-30
92
best: 94.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSIP
S-Measure· 2020-04-30
88.3
best: 91.5 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSIP
max E-Measure· 2020-04-30
92.5
best: 95 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSIP
max F-Measure· 2020-04-30
89
best: 93.8 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononRGBD135
Average MAE· 2020-04-30
0.05
best: 0.042 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononRGBD135
S-Measure· 2020-04-30
86.7
best: 88.5 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononRGBD135
max E-Measure· 2020-04-30
91.6
best: 91.9 (BBS-Net)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononRGBD135
max F-Measure· 2020-04-30
84.9
best: 88.1 (DASNet)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononDES
max E-Measure· 2020-04-30
97.1
best: 98 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononDES
max F-Measure· 2020-04-30
92.6
best: 95.6 (DFormer-L)
SOTA
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSTERE
Average MAE· 2020-04-30
0.043
best: 0.03 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSTERE
S-Measure· 2020-04-30
90.4
best: 92.3 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSTERE
max E-Measure· 2020-04-30
94.2
best: 95.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSTERE
max F-Measure· 2020-04-30
89.8
best: 92.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononSIP
Average MAE· 2020-04-30
0.052
best: 0.032 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNLPR
Average MAE· 2020-04-30
0.024
best: 0.016 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNLPR
S-Measure· 2020-04-30
92.5
best: 94.2 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNLPR
max E-Measure· 2020-04-30
96.1
best: 97.1 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononNLPR
max F-Measure· 2020-04-30
91.4
best: 93.9 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononDES
Average MAE· 2020-04-30
0.021
best: 0.013 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582
Object DetectiononDES
S-Measure· 2020-04-30
93.1
best: 94.8 (DFormer-L)
Bilateral Attention Network for RGB-D Salient Object Detection arXiv:2004.14582