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[ACM MM2022, TIP2024] Graph-DETR Series for Multi-View 3D Object Detection

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Graph-DETR4D

Graph-DETR4D: Spatio-Temporal Graph Modeling for Multi-View 3D Object Detection


Zehui Chen, Zheng Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao.

NOTE

If you want to run Graph-DETR3D, please check to graph-detr3d branch.

Performance

Nuscenes Validation Set

Model mAP NDS
DETR3D 28.9 34.2
Graph-DETR3D 32.2 38.1
Graph-DETR4D 34.2 44.5

Nuscenes Test Leaderboard

Model mAP NDS
DETR3D 41.2 47.9
Graph-DETR3D 42.5 49.5
Graph-DETR4D 54.1 62.0

Citation

If you find our work useful for your research, please consider citing the paper

@article{chen2023graph,
  title={Graph-DETR4D: Spatio-Temporal Graph Modeling for Multi-View 3D Object Detection},
  author={Chen, Zehui and Chen, Zheng and Li, Zhenyu and Zhang, Shiquan and Fang, Liangji and Jiang, Qinhong and Zhao, Feng},
  journal={},
  year={2023}
}

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