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README.md

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 license: mit
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-**Work-in-Progress** \
-I trained the model with this data, and the L1 loss went down, but for some reason the model keeps failing the tasks.
+## Work-in-Progress
+I trained the model with this data, and the L1 loss went down, but for some reason the model keeps failing the tasks.
+
+## Citation
+If you use this dataset or any part of the conversion pipeline, please cite the original RoboCerebra paper:
+```bibtex
+@article{han2025robocerebra,
+  title={RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation},
+  author={Han, Songhao and Qiu, Boxiang and Liao, Yue and Huang, Siyuan and Gao, Chen and Yan, Shuicheng and Liu, Si},
+  journal={arXiv preprint arXiv:2506.06677},
+  year={2025}
+}