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## 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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