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README.md

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</div>
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2020
## News
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* **` Jan. 18th, 2025`:** We release the initial version of code and weight on nuScenes, along with documentation and training/evaluation scripts.
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* **` Dec. 16th, 2024`:** We release the initial version of code and weight on NAVSIM, along with documentation and training/evaluation scripts.
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* **` Nov. 25th, 2024`:** We released our paper on [Arxiv](https://arxiv.org/abs/2411.15139). Code/Models are coming soon. Please stay tuned! ☕️
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## Checkpoint
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> Results on NAVSIM
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| Method | Model Size | Backbone | PDMS | Weight Download |
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| :---: | :---: | :---: | :---: | :---: |
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| DiffusionDrive | 60M | [ResNet-34](https://huggingface.co/timm/resnet34.a1_in1k) | [88.1](https://github.com/hustvl/DiffusionDrive/releases/download/DiffusionDrive_88p1_PDMS_Eval_file/diffusiondrive_88p1_PDMS.csv) | [Hugging Face](https://huggingface.co/hustvl/DiffusionDrive) |
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> Results on nuScenes
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| Method | Backbone | Weight | Log | L2 (m) 1s | L2 (m) 2s | L2 (m) 3s | L2 (m) Avg | Col. (%) 1s | Col. (%) 2s | Col. (%) 3s | Col. (%) Avg |
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| :---: | :---: | :---: | :---: | :---: | :---: | :---:| :---: | :---: | :---: | :---: | :---: |
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| DiffusionDrive | ResNet-50 | [HF](https://huggingface.co/hustvl/DiffusionDrive) | [Github]() | 0.27 | 0.54 | 0.90 |0.57 | 0.03 | 0.05 | 0.16 | 0.08 |
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## Contact
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If you have any questions, please contact [Bencheng Liao](https://github.com/LegendBC) via email (bcliao@hust.edu.cn).

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