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Models/3D-R2N2

3D-R2N2

Reported on 12 benchmarks across 4 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

3D ReconstructiononData3D−R2N2
3DIoU· 2016-04-02
0.56
best: 0.642 (AttSets)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3D ReconstructiononDTU
Acc· 2016-04-02
0.397
best: 0.427 (PatchmatchNet)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3D ReconstructiononDTU
Comp· 2016-04-02
0.884
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3D ReconstructiononDTU
Overall· 2016-04-02
0.63
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3DonData3D−R2N2
3DIoU· 2016-04-02
0.56
best: 0.642 (AttSets)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3DonDTU
Acc· 2016-04-02
0.397
best: 0.427 (PatchmatchNet)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3DonDTU
Comp· 2016-04-02
0.884
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3DonDTU
Overall· 2016-04-02
0.63
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449

Computer Vision4 results

Object ReconstructiononData3D−R2N2
3DIoU· 2016-04-02
0.56
best: 0.696 (LRGT)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
Object ReconstructiononData3D−R2N2
Avg F1· 2016-04-02
39.01
best: 67.37 (GEOMetrics)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3D Object ReconstructiononData3D−R2N2
3DIoU· 2016-04-02
0.56
best: 0.696 (LRGT)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449
3D Object ReconstructiononData3D−R2N2
Avg F1· 2016-04-02
39.01
best: 67.37 (GEOMetrics)
SOTA
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction arXiv:1604.00449