OpenCodePapers

birds-eye-view-object-detection-on-kitti

Birds Eye View Object Detection
Dataset Link
Results over time
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Leaderboard
PaperCodeAPModelNameReleaseDate
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection✓ Link68.89%PV-RCNN2019-12-31
STD: Sparse-to-Dense 3D Object Detector for Point Cloud65.32%STD2019-07-22
PointPillars: Fast Encoders for Object Detection from Point Clouds✓ Link62.25%PointPillars2018-12-14
Frustum PointNets for 3D Object Detection from RGB-D Data✓ Link61.96%F-PointNet2017-11-22
Joint 3D Proposal Generation and Object Detection from View Aggregation✓ Link57.48%AVOD-FPN2017-12-06
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection✓ Link54.76%VoxelNet2017-11-17