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Models/Total3D joint

Total3D joint

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 RGB-D
AP@0.15 (10 / NYU-37)· uses extra data· 2020-02-27
26.38
best: 45.21 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
3DonSUN RGB-D
AP@0.15 (NYU-37)· uses extra data· 2020-02-27
14.28
best: 24.1 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
2D ClassificationonSUN RGB-D
AP@0.15 (10 / NYU-37)· uses extra data· 2020-02-27
26.38
best: 45.21 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
2D ClassificationonSUN RGB-D
AP@0.15 (NYU-37)· uses extra data· 2020-02-27
14.28
best: 24.1 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
2D Object DetectiononSUN RGB-D
AP@0.15 (10 / NYU-37)· uses extra data· 2020-02-27
26.38
best: 45.21 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
2D Object DetectiononSUN RGB-D
AP@0.15 (NYU-37)· uses extra data· 2020-02-27
14.28
best: 24.1 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
16konSUN RGB-D
AP@0.15 (10 / NYU-37)· uses extra data· 2020-02-27
26.38
best: 45.21 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
16konSUN RGB-D
AP@0.15 (NYU-37)· uses extra data· 2020-02-27
14.28
best: 24.1 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212

Computer Vision4 results

Object DetectiononSUN RGB-D
AP@0.15 (10 / NYU-37)· uses extra data· 2020-02-27
26.38
best: 45.21 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
Object DetectiononSUN RGB-D
AP@0.15 (NYU-37)· uses extra data· 2020-02-27
14.28
best: 24.1 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
3D Object DetectiononSUN RGB-D
AP@0.15 (10 / NYU-37)· uses extra data· 2020-02-27
26.38
best: 45.21 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212
3D Object DetectiononSUN RGB-D
AP@0.15 (NYU-37)· uses extra data· 2020-02-27
14.28
best: 24.1 (IM3D)
SOTA
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image arXiv:2002.12212