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Models/3DSketch (rgb input - reported in MonoScene paper)

3DSketch (rgb input - reported in MonoScene paper)

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

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

Computer Vision8 results

ReconstructiononNYUv2
mIoU· 2020-03-31
22.91
best: 31.25 (ISO)
SOTA
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
ReconstructiononSemanticKITTI
mIoU· 2020-03-31
6.23
best: 16.63 (CGFormer)
SOTA
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3D Scene ReconstructiononNYUv2
mIoU· 2020-03-31
22.91
best: 31.25 (ISO)
SOTA
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3D Scene ReconstructiononSemanticKITTI
mIoU· 2020-03-31
6.23
best: 16.63 (CGFormer)
SOTA
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
Single-View 3D ReconstructiononNYUv2
mIoU· 2020-03-31
22.91
best: 31.25 (ISO)
SOTA
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
Single-View 3D ReconstructiononSemanticKITTI
mIoU· 2020-03-31
6.23
best: 16.63 (CGFormer)
SOTA
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3D Semantic Scene CompletiononNYUv2
mIoU· 2020-03-31
22.91
best: 55.4 (SG-SSC)
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3D Semantic Scene CompletiononSemanticKITTI
mIoU· 2020-03-31
6.23
best: 37.9 (TALoS)
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052

Methodology4 results

3D ReconstructiononNYUv2
mIoU· 2020-03-31
22.91
best: 55.4 (SG-SSC)
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3D ReconstructiononSemanticKITTI
mIoU· 2020-03-31
6.23
best: 37.9 (TALoS)
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3DonNYUv2
mIoU· 2020-03-31
22.91
best: 55.4 (SG-SSC)
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052
3DonSemanticKITTI
mIoU· 2020-03-31
6.23
best: 37.9 (TALoS)
3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior arXiv:2003.14052