OpenCodePapers

birds-eye-view-object-detection-on-kitti-1

Birds Eye View Object Detection
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAPModelNameReleaseDate
Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR✓ Link52.23 %Frustrum-PointPillars2021-10-11
STD: Sparse-to-Dense 3D Object Detector for Point Cloud51.39%STD2019-07-22
Joint 3D Proposal Generation and Object Detection from View Aggregation✓ Link51.05%AVOD-FPN2017-12-06
PointPillars: Fast Encoders for Object Detection from Point Clouds✓ Link50.23%PointPillars2018-12-14
Frustum PointNets for 3D Object Detection from RGB-D Data✓ Link50.22%F-PointNet2017-11-22
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection✓ Link40.74%VoxelNet2017-11-17