OpenCodePapers

3d-object-detection-on-dair-v2x-i

Object Detection3D Object Detection
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAP|R40(moderate)AP|R40(easy)AP|R40(hard)ModelNameReleaseDate
MonoUNI: A Unified Vehicle and Infrastructure-side Monocular 3D Object Detection Network with Sufficient Depth Clues✓ Link87.290.9287.2MonoUNI2023-09-21
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity✓ Link69.682.069.7CoBEV2023-10-04
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection✓ Link65.877.865.9BEVHeight2023-03-15
BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection✓ Link63.675.763.7BEVDepth2022-06-21
Calibration-free BEV Representation for Infrastructure Perception✓ Link60.172.060.1CBR2023-03-07
PointPillars: Fast Encoders for Object Detection from Point Clouds✓ Link54.063.154.0PointPillars2018-12-14
MVX-Net: Multimodal VoxelNet for 3D Object Detection✓ Link53.771.053.8MVXNet2019-04-02
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers✓ Link50.761.450.7BEVFormer2022-03-31
ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection✓ Link37.644.837.6ImVoxelNet2021-06-02