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@@ -301,11 +301,10 @@ For full evaluation details, please refer to the paper and project page.
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  If you use PinpointQA, please cite:
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  ```bibtex
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- @misc{zhou2026pinpointqa,
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- title={PinpointQA: A Dataset and Benchmark for Small Object-Centric Spatial Understanding in Indoor Videos},
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- author={Zhiyu Zhou and Peilin Liu and Ruoxuan Zhang and Luyang Zhang and Cheng Zhang and Hongxia Xie and Wen-Huang Cheng},
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- year={2026},
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- note={ACM Multimedia 2026 Dataset Track submission / project release},
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- url={https://huggingface.co/datasets/RainChow/PinpointQA}
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  }
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  ```
 
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  If you use PinpointQA, please cite:
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  ```bibtex
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+ @article{zhou2026pinpointqa,
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+ author = {Zhiyu Zhou and Peilin Liu and Ruoxuan Zhang and Luyang Zhang and Cheng Zhang and Hongxia Xie and Wen-Huang Cheng},
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+ title = {PinpointQA: A Dataset and Benchmark for Small Object-Centric Spatial Understanding in Indoor Videos},
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+ journal = {arXiv preprint arXiv:2604.08991},
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+ year = {2026}
 
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  }
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  ```