作者位次 #3/7ICLR 2026Poster· Deep Learning / Everything Else
SPECS: Decoupling Multimodal Learning via Self-distilled Preference-based Cold Start
Kun Chen · Peng Shi · Haibo Qiu · Zhixiong Zeng · Siqi Yang · Wenji Mao · Lin Ma
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Kun Chen · Peng Shi · Haibo Qiu · Zhixiong Zeng · Siqi Yang · Wenji Mao · Lin Ma
Longrong Yang · Zhixiong Zeng · Yufeng Zhong · Jing Huang · Liming Zheng · Lei Chen · Haibo Qiu · Zequn Qin · Lin Ma · Xi Li
Yufeng Zhong · Lei Chen · Zhixiong Zeng · Xuanle Zhao · Deyang Jiang · Liming Zheng · Jing Huang · Haibo Qiu · Peng Shi · Siqi Yang · Lin Ma
Chi Zhang · Haibo Qiu · Qiming ZHANG · Yufei Xu · Zhixiong Zeng · Siqi Yang · Peng Shi · Lin Ma · Jing Zhang
Jiawei Zhou · Chi Zhang · Xiang Feng · Qiming ZHANG · Haibo Qiu · Lihuo He · Dengpan Ye · Xinbo Gao · Jing Zhang
We present Omni-I2C, a comprehensive benchmark designed to evaluate the capability of Large Multimodal Models (LMMs) in converting complex, structured digital graphics into executable code. We argue that this task represents a non-trivial challenge for the current generation of LMMs: it demands a...