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SOTA
鸟瞰图物体检测
Birds Eye View Object Detection On Kitti Cars
Birds Eye View Object Detection On Kitti Cars
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
SE-SSD
91.84%
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud
PV-RCNN
90.65%
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection
CIA-SSD
89.84 %
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud
STD
87.76%
STD: Sparse-to-Dense 3D Object Detector for Point Cloud
-
Patches
86.55%
Patch Refinement -- Localized 3D Object Detection
-
PointPillars
86.1%
PointPillars: Fast Encoders for Object Detection from Point Clouds
AVOD-FPN
83.79%
Joint 3D Proposal Generation and Object Detection from View Aggregation
VoxelNet
79.26%
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
PIXOR
77.05%
PIXOR: Real-time 3D Object Detection from Point Clouds
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