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Models/DeMF

DeMF

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

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

Methodology8 results

3DonSUN-RGBD val
mAP@0.25· 2022-07-21
67.4
best: 69.7 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
3DonSUN-RGBD val
mAP@0.5· 2022-07-21
51.2
best: 54 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
2D ClassificationonSUN-RGBD val
mAP@0.25· 2022-07-21
67.4
best: 69.7 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
2D ClassificationonSUN-RGBD val
mAP@0.5· 2022-07-21
51.2
best: 54 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
2D Object DetectiononSUN-RGBD val
mAP@0.25· 2022-07-21
67.4
best: 69.7 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
2D Object DetectiononSUN-RGBD val
mAP@0.5· 2022-07-21
51.2
best: 54 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
16konSUN-RGBD val
mAP@0.25· 2022-07-21
67.4
best: 69.7 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
16konSUN-RGBD val
mAP@0.5· 2022-07-21
51.2
best: 54 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589

Computer Vision4 results

Object DetectiononSUN-RGBD val
mAP@0.25· 2022-07-21
67.4
best: 69.7 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
Object DetectiononSUN-RGBD val
mAP@0.5· 2022-07-21
51.2
best: 54 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
3D Object DetectiononSUN-RGBD val
mAP@0.25· 2022-07-21
67.4
best: 69.7 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589
3D Object DetectiononSUN-RGBD val
mAP@0.5· 2022-07-21
51.2
best: 54 (Point-GCC+TR3D+FF)
SOTA
Boosting 3D Object Detection via Object-Focused Image Fusion arXiv:2207.10589