Best Papers for Machine Learning in December 2025

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Query conditions: topic=machine-learning, publish_at in 202512, and type=paper

Top Picks

#2 · Paper · Dec 29, 2025

OmniBench: Towards The Future of Universal Omni-Language Models

Yizhi Li, Yinghao Ma, Ge Zhang, Ruibin Yuan, Kang Zhu, Hangyu Guo, Yiming Liang, Jiaheng Liu, Zekun Wang, Jian Yang, Siwei Wu, Xingwei Qu, Jinjie Shi, Xinyue Zhang, Zhenzhu Yang, Yidan Wen, Yanghai Wang, Shihao Li, Zhaoxiang Zhang, Zachary Liu, Emmanouil Benetos, Wenhao Huang, Chenghua Lin · arxiv.org

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This page ranks Machine Learning papers by topic match, content-type filter, checkout momentum, and freshness. The ranking is recalculated as new items and engagement signals arrive, so the top results stay practical for current workflows instead of remaining static or purely chronological.

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