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Models/CAS-GNN

CAS-GNN

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology8 results

3DonNJU2K
Average MAE· 2020-08-07
0.035
best: 0.023 (DFormer-L)
SOTA
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
2D ClassificationonNJU2K
Average MAE· 2020-08-07
0.035
best: 0.023 (DFormer-L)
SOTA
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
2D Object DetectiononNJU2K
Average MAE· 2020-08-07
0.035
best: 0.023 (DFormer-L)
SOTA
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
16konNJU2K
Average MAE· 2020-08-07
0.035
best: 0.023 (DFormer-L)
SOTA
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
3DonNJU2K
S-Measure· 2020-08-07
91.1
best: 93.7 (DFormer-L)
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
2D ClassificationonNJU2K
S-Measure· 2020-08-07
91.1
best: 93.7 (DFormer-L)
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
2D Object DetectiononNJU2K
S-Measure· 2020-08-07
91.1
best: 93.7 (DFormer-L)
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
16konNJU2K
S-Measure· 2020-08-07
91.1
best: 93.7 (DFormer-L)
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087

Computer Vision2 results

Object DetectiononNJU2K
Average MAE· 2020-08-07
0.035
best: 0.023 (DFormer-L)
SOTA
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087
Object DetectiononNJU2K
S-Measure· 2020-08-07
91.1
best: 93.7 (DFormer-L)
Cascade Graph Neural Networks for RGB-D Salient Object Detection arXiv:2008.03087