Image-to-Text
Transformers
Safetensors
qwen3_vl
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+ ---
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+ library_name: transformers
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+ license: mit
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+ datasets:
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+ - CodeGoat24/UniGenBench-Eval-Images
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+ base_model:
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+ - CodeGoat24/UnifiedReward-2.0-qwen3vl-32b
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+ ---
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+
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+
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+ # UniGenBench-EvalModel-qwen-72b-v1
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+
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+ This model is tailored for offline T2I model evaluation on [UniGenBench](https://github.com/CodeGoat24/UniGenBench).
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+
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+ Feel free to use this model to assess and compare the performance of your models.
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+
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+ For further details, please refer to the following resources:
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+ - 📰 Paper: https://arxiv.org/pdf/2508.20751
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+ - 🪐 Project Page: https://codegoat24.github.io/UnifiedReward/Pref-GRPO
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+ - 🤗 UniGenBench: https://github.com/CodeGoat24/UniGenBench
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+ - 🤗 Leaderboard: https://huggingface.co/spaces/CodeGoat24/UniGenBench_Leaderboard
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+ - 👋 Point of Contact: [Yibin Wang](https://codegoat24.github.io)
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+
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @article{UniGenBench++,
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+ title={UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation},
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+ author={Wang, Yibin and Li, Zhimin and Zang, Yuhang and Bu, Jiazi and Zhou, Yujie and Xin, Yi and He, Junjun and Wang, Chunyu and Lu, Qinglin and Jin, Cheng and others},
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+ journal={arXiv preprint arXiv:2510.18701},
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+ year={2025}
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+ }
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+
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+ @article{UniGenBench,
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+ title={Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning},
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+ author={Wang, Yibin and Li, Zhimin and Zang, Yuhang and Zhou, Yujie and Bu, Jiazi and Wang, Chunyu and Lu, Qinglin, and Jin, Cheng and Wang, Jiaqi},
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+ journal={arXiv preprint arXiv:2508.20751},
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+ year={2025}
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+ }
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+ ```