OpenCodePapers

3d-object-detection-on-kitti-cars-moderate-1

Object Detection3D Object Detection
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PaperCodeAPModelNameReleaseDate
Accurate 3D Object Detection using Energy-Based Models✓ Link86.83SA-SSD+EBM2020-12-08
M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers✓ Link85.41M3DeTR2021-04-24
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection✓ Link84.83PV-RCNN++2021-01-31
Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection✓ Link84.52Voxel R-CNN2020-12-31
Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations✓ Link83.3Deformable PV-RCNN2020-08-20
PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection81.43PC-RGNN2020-12-18
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds80.23SVGA-Net2020-06-07
Point-Voxel CNN for Efficient 3D Deep Learning✓ Link71.54PVCNN2019-07-08
Frustum PointNets for 3D Object Detection from RGB-D Data✓ Link69.28F-PointNet [Qi:2018fd]2017-11-22
Multi-View 3D Object Detection Network for Autonomous Driving✓ Link62.68MV3D2016-11-23
Probabilistic and Geometric Depth: Detecting Objects in Perspective✓ Link18.34PGD2021-07-29