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SOTA
鸟瞰图物体检测
Birds Eye View Object Detection On Kitti Cars 5
Birds Eye View Object Detection On Kitti Cars 5
评估指标
AP
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
AP
Paper Title
Repository
STD
86.89
STD: Sparse-to-Dense 3D Object Detector for Point Cloud
-
SE-SSD
86.72%
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud
PV-RCNN
86.14
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection
CIA-SSD
82.39 %
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud
PointPillars
79.83
PointPillars: Fast Encoders for Object Detection from Point Clouds
Patches
79.22
Patch Refinement -- Localized 3D Object Detection
-
VoxelNet
77.39
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
PIXOR
72.95
PIXOR: Real-time 3D Object Detection from Point Clouds
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Birds Eye View Object Detection On Kitti Cars 5 | SOTA | HyperAI超神经