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zehuichen123 committed Nov 17, 2022
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26 changes: 26 additions & 0 deletions readme.md
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<div align="center">
<h1> BEVDistill </h1>
<h3>Cross-Modal BEV Distillation for Multi-View 3D Object Detection</h3>
<br>Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao.
<br>

<div><a href="https://arxiv.org/abs/2207.10316">[Paper] </a></div>

<center>
<img src='figs/framework.png'>
</center>

</div>

## Performance

### nuScenes Val set
| Model | config | mAP | NDS |
| - | - | - | - |
| BEVFormer-R50 | | 35.2 | 42.3 |
| BEVDistill-R50 | | 38.6 | 45.7 |

### nuScenes Test Leaderboard
| Model | mAP | NDS |
| -|-|-|
| BEVDistill | 49.8 | 59.4 |

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