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Models/NDC-Scene

NDC-Scene

Reported on 12 benchmarks across 6 tasks · 1 paper · 3 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· 2023-09-26
29.03
best: 31.25 (ISO)
SOTA
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3D Scene ReconstructiononNYUv2
mIoU· 2023-09-26
29.03
best: 31.25 (ISO)
SOTA
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
Single-View 3D ReconstructiononNYUv2
mIoU· 2023-09-26
29.03
best: 31.25 (ISO)
SOTA
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
ReconstructiononSemanticKITTI
mIoU· 2023-09-26
12.58
best: 16.63 (CGFormer)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3D Semantic Scene CompletiononNYUv2
mIoU· 2023-09-26
29.03
best: 55.4 (SG-SSC)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3D Semantic Scene CompletiononSemanticKITTI
mIoU· 2023-09-26
12.58
best: 37.9 (TALoS)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3D Scene ReconstructiononSemanticKITTI
mIoU· 2023-09-26
12.58
best: 16.63 (CGFormer)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
Single-View 3D ReconstructiononSemanticKITTI
mIoU· 2023-09-26
12.58
best: 16.63 (CGFormer)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616

Methodology4 results

3D ReconstructiononNYUv2
mIoU· 2023-09-26
29.03
best: 55.4 (SG-SSC)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3D ReconstructiononSemanticKITTI
mIoU· 2023-09-26
12.58
best: 37.9 (TALoS)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3DonNYUv2
mIoU· 2023-09-26
29.03
best: 55.4 (SG-SSC)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616
3DonSemanticKITTI
mIoU· 2023-09-26
12.58
best: 37.9 (TALoS)
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space arXiv:2309.14616