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## π° News
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- **[2024.10.19]** π₯ We release [trace-retrieval](https://huggingface.co/Yongxin-Guo/trace-retrieval) by forcing the predicted timestamps to be align with the input frame timestamps. Results show trace-retrieval achieve better performance on dense video captioning tasks.
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- **[2024.10.10]** π₯ Our [code](https://github.com/gyxxyg/TRACE) and [paper](https://arxiv.org/abs/2410.05643) are released!
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- **[2024.10.10]** π₯ Our **checkpoints** are available now!
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| FT-Youcook2 | Fine-tuned on Youcook2 dataset | [trace-ft-youcook2](https://huggingface.co/Yongxin-Guo/trace-ft-youcook2) |
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| FT-QVHighlights | Fine-tuned on QVHighlights dataset | [trace-ft-qvhighlights](https://huggingface.co/Yongxin-Guo/trace-ft-qvhighlights) |
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| TRACE-retrieval | Forcing the predicted timestamps to be align with input timestamps | [trace-retrieval](https://huggingface.co/Yongxin-Guo/trace-retrieval) |
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#### Results
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## π° News
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- **[2024.11.01]** π₯ We are excited to announce the release of [trace-uni](https://huggingface.co/Yongxin-Guo/trace-uni), which has been enhanced by incorporating additional general video understanding data from a subset of [LLaVA-Video-178k](https://huggingface.co/datasets/lmms-lab/LLaVA-Video-178K). Our results indicate that trace-uni outperforms trace in both VTG tasks and general video understanding tasks.
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- **[2024.10.19]** π₯ We release [trace-retrieval](https://huggingface.co/Yongxin-Guo/trace-retrieval) by forcing the predicted timestamps to be align with the input frame timestamps. Results show trace-retrieval achieve better performance on dense video captioning tasks.
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- **[2024.10.10]** π₯ Our [code](https://github.com/gyxxyg/TRACE) and [paper](https://arxiv.org/abs/2410.05643) are released!
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- **[2024.10.10]** π₯ Our **checkpoints** are available now!
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| FT-Youcook2 | Fine-tuned on Youcook2 dataset | [trace-ft-youcook2](https://huggingface.co/Yongxin-Guo/trace-ft-youcook2) |
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| FT-QVHighlights | Fine-tuned on QVHighlights dataset | [trace-ft-qvhighlights](https://huggingface.co/Yongxin-Guo/trace-ft-qvhighlights) |
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| TRACE-retrieval | Forcing the predicted timestamps to be align with input timestamps | [trace-retrieval](https://huggingface.co/Yongxin-Guo/trace-retrieval) |
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| TRACE-uni | Incorporating additional general video understanding data from a subset of [LLaVA-Video-178k](https://huggingface.co/datasets/lmms-lab/LLaVA-Video-178K). | [trace-uni](https://huggingface.co/Yongxin-Guo/trace-uni) |
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#### Results
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