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Pairwise Rank — directly judge which of two edited images is better. Pairwise Score — assign a separate score to each image in a pair. Pointwise Score — rate a single image on two axes: instruction-following and overall image quality.
UnifiedReward-Edit/ directory, while T2I inference code is unchanged from previous models. The editing training data is preprocessed from EditScore and EditReward and will be released soon. We sincerely appreciate all contributors!!@article{unifiedreward,
title={Unified reward model for multimodal understanding and generation},
author={Wang, Yibin and Zang, Yuhang and Li, Hao and Jin, Cheng and Wang, Jiaqi},
journal={arXiv preprint arXiv:2503.05236},
year={2025}
}