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Models/Patches

Patches

Reported on 17 benchmarks across 6 tasks · 1 paper · 16 SOTA

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

Methodology12 results

3DonKITTI Cars Moderate
AP· 2019-10-09
77.16
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
3DonKITTI Cars Hard
AP· 2019-10-09
68.91
best: 77.06 (Voxel R-CNN)
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
3DonKITTI Cars Easy
AP· 2019-10-09
87.87
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
2D ClassificationonKITTI Cars Moderate
AP· 2019-10-09
77.16
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
2D ClassificationonKITTI Cars Hard
AP· 2019-10-09
68.91
best: 77.06 (Voxel R-CNN)
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
2D ClassificationonKITTI Cars Easy
AP· 2019-10-09
87.87
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
2D Object DetectiononKITTI Cars Moderate
AP· 2019-10-09
77.16
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
2D Object DetectiononKITTI Cars Hard
AP· 2019-10-09
68.91
best: 77.06 (Voxel R-CNN)
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
2D Object DetectiononKITTI Cars Easy
AP· 2019-10-09
87.87
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
16konKITTI Cars Moderate
AP· 2019-10-09
77.16
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
16konKITTI Cars Hard
AP· 2019-10-09
68.91
best: 77.06 (Voxel R-CNN)
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
16konKITTI Cars Easy
AP· 2019-10-09
87.87
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093

Computer Vision5 results

Object DetectiononKITTI Cars Moderate
AP· 2019-10-09
77.16
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
Object DetectiononKITTI Cars Hard
AP· 2019-10-09
68.91
best: 77.06 (Voxel R-CNN)
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
Object DetectiononKITTI Cars Easy
AP· 2019-10-09
87.87
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
Birds Eye View Object DetectiononKITTI Cars Easy
AP· 2019-10-09
89.78
best: 94.98 (PV-RCNN)
SOTA
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093
Birds Eye View Object DetectiononKITTI Cars Hard
AP· 2019-10-09
79.22
best: 86.89 (STD)
Patch Refinement -- Localized 3D Object Detection arXiv:1910.04093