2025 "preference dataset" Papers

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MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?

Zhaorun Chen, Zichen Wen, Yichao Du et al.

NeurIPS 2025posterarXiv:2407.04842
57
citations

SafeVid: Toward Safety Aligned Video Large Multimodal Models

Yixu Wang, Jiaxin Song, Yifeng Gao et al.

NeurIPS 2025posterarXiv:2505.11926
3
citations

SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters

Teng Xiao, Yige Yuan, Zhengyu Chen et al.

ICLR 2025posterarXiv:2502.00883
23
citations