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Models/BTS-Net

BTS-Net

Reported on 100 benchmarks across 5 tasks · 1 paper · 55 SOTA

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

Methodology80 results

3DonNJU2K
S-Measure· 2021-04-05
92.1
best: 93.7 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonNJU2K
max E-Measure· 2021-04-05
95.4
best: 96.4 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonNJU2K
max F-Measure· 2021-04-05
92.4
best: 94.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSTERE
S-Measure· 2021-04-05
91.5
best: 92.3 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonLFSD
max E-Measure· 2021-04-05
90.6
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonLFSD
max F-Measure· 2021-04-05
87.4
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSIP
S-Measure· 2021-04-05
89.6
best: 91.5 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSIP
max F-Measure· 2021-04-05
90.1
best: 93.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonDES
S-Measure· 2021-04-05
94.3
best: 94.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonDES
max E-Measure· 2021-04-05
97.9
best: 98 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonDES
max F-Measure· 2021-04-05
94
best: 95.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonNJU2K
S-Measure· 2021-04-05
92.1
best: 93.7 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonNJU2K
max E-Measure· 2021-04-05
95.4
best: 96.4 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonNJU2K
max F-Measure· 2021-04-05
92.4
best: 94.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSTERE
S-Measure· 2021-04-05
91.5
best: 92.3 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonLFSD
max E-Measure· 2021-04-05
90.6
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonLFSD
max F-Measure· 2021-04-05
87.4
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSIP
S-Measure· 2021-04-05
89.6
best: 91.5 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSIP
max F-Measure· 2021-04-05
90.1
best: 93.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonDES
S-Measure· 2021-04-05
94.3
best: 94.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonDES
max E-Measure· 2021-04-05
97.9
best: 98 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonDES
max F-Measure· 2021-04-05
94
best: 95.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononNJU2K
S-Measure· 2021-04-05
92.1
best: 93.7 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononNJU2K
max E-Measure· 2021-04-05
95.4
best: 96.4 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononNJU2K
max F-Measure· 2021-04-05
92.4
best: 94.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSTERE
S-Measure· 2021-04-05
91.5
best: 92.3 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononLFSD
max E-Measure· 2021-04-05
90.6
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononLFSD
max F-Measure· 2021-04-05
87.4
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSIP
S-Measure· 2021-04-05
89.6
best: 91.5 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSIP
max F-Measure· 2021-04-05
90.1
best: 93.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononDES
S-Measure· 2021-04-05
94.3
best: 94.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononDES
max E-Measure· 2021-04-05
97.9
best: 98 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononDES
max F-Measure· 2021-04-05
94
best: 95.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konNJU2K
S-Measure· 2021-04-05
92.1
best: 93.7 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konNJU2K
max E-Measure· 2021-04-05
95.4
best: 96.4 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konNJU2K
max F-Measure· 2021-04-05
92.4
best: 94.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSTERE
S-Measure· 2021-04-05
91.5
best: 92.3 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konLFSD
max E-Measure· 2021-04-05
90.6
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konLFSD
max F-Measure· 2021-04-05
87.4
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSIP
S-Measure· 2021-04-05
89.6
best: 91.5 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSIP
max F-Measure· 2021-04-05
90.1
best: 93.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konDES
S-Measure· 2021-04-05
94.3
best: 94.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konDES
max E-Measure· 2021-04-05
97.9
best: 98 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konDES
max F-Measure· 2021-04-05
94
best: 95.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonNJU2K
Average MAE· 2021-04-05
0.036
best: 0.023 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSTERE
Average MAE· 2021-04-05
0.038
best: 0.03 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSTERE
max E-Measure· 2021-04-05
94.9
best: 95.2 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSTERE
max F-Measure· 2021-04-05
91.1
best: 92.9 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonLFSD
Average MAE· 2021-04-05
0.07
best: 0.065 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonLFSD
S-Measure· 2021-04-05
86.7
best: 86.8 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSIP
Average MAE· 2021-04-05
0.044
best: 0.032 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonSIP
max E-Measure· 2021-04-05
93.3
best: 95 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
3DonDES
Average MAE· 2021-04-05
0.018
best: 0.013 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonNJU2K
Average MAE· 2021-04-05
0.036
best: 0.023 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSTERE
Average MAE· 2021-04-05
0.038
best: 0.03 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSTERE
max E-Measure· 2021-04-05
94.9
best: 95.2 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSTERE
max F-Measure· 2021-04-05
91.1
best: 92.9 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonLFSD
Average MAE· 2021-04-05
0.07
best: 0.065 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonLFSD
S-Measure· 2021-04-05
86.7
best: 86.8 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSIP
Average MAE· 2021-04-05
0.044
best: 0.032 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonSIP
max E-Measure· 2021-04-05
93.3
best: 95 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D ClassificationonDES
Average MAE· 2021-04-05
0.018
best: 0.013 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononNJU2K
Average MAE· 2021-04-05
0.036
best: 0.023 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSTERE
Average MAE· 2021-04-05
0.038
best: 0.03 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSTERE
max E-Measure· 2021-04-05
94.9
best: 95.2 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSTERE
max F-Measure· 2021-04-05
91.1
best: 92.9 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononLFSD
Average MAE· 2021-04-05
0.07
best: 0.065 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononLFSD
S-Measure· 2021-04-05
86.7
best: 86.8 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSIP
Average MAE· 2021-04-05
0.044
best: 0.032 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononSIP
max E-Measure· 2021-04-05
93.3
best: 95 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
2D Object DetectiononDES
Average MAE· 2021-04-05
0.018
best: 0.013 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konNJU2K
Average MAE· 2021-04-05
0.036
best: 0.023 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSTERE
Average MAE· 2021-04-05
0.038
best: 0.03 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSTERE
max E-Measure· 2021-04-05
94.9
best: 95.2 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSTERE
max F-Measure· 2021-04-05
91.1
best: 92.9 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konLFSD
Average MAE· 2021-04-05
0.07
best: 0.065 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konLFSD
S-Measure· 2021-04-05
86.7
best: 86.8 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSIP
Average MAE· 2021-04-05
0.044
best: 0.032 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konSIP
max E-Measure· 2021-04-05
93.3
best: 95 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
16konDES
Average MAE· 2021-04-05
0.018
best: 0.013 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784

Computer Vision20 results

Object DetectiononNJU2K
S-Measure· 2021-04-05
92.1
best: 93.7 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononNJU2K
max E-Measure· 2021-04-05
95.4
best: 96.4 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononNJU2K
max F-Measure· 2021-04-05
92.4
best: 94.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSTERE
S-Measure· 2021-04-05
91.5
best: 92.3 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononLFSD
max E-Measure· 2021-04-05
90.6
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononLFSD
max F-Measure· 2021-04-05
87.4
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSIP
S-Measure· 2021-04-05
89.6
best: 91.5 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSIP
max F-Measure· 2021-04-05
90.1
best: 93.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononDES
S-Measure· 2021-04-05
94.3
best: 94.8 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononDES
max E-Measure· 2021-04-05
97.9
best: 98 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononDES
max F-Measure· 2021-04-05
94
best: 95.6 (DFormer-L)
SOTA
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononNJU2K
Average MAE· 2021-04-05
0.036
best: 0.023 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSTERE
Average MAE· 2021-04-05
0.038
best: 0.03 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSTERE
max E-Measure· 2021-04-05
94.9
best: 95.2 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSTERE
max F-Measure· 2021-04-05
91.1
best: 92.9 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononLFSD
Average MAE· 2021-04-05
0.07
best: 0.065 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononLFSD
S-Measure· 2021-04-05
86.7
best: 86.8 (UCNet-CVAE)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSIP
Average MAE· 2021-04-05
0.044
best: 0.032 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononSIP
max E-Measure· 2021-04-05
93.3
best: 95 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784
Object DetectiononDES
Average MAE· 2021-04-05
0.018
best: 0.013 (DFormer-L)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection arXiv:2104.01784