X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis
Gui Wang · Zehao Zhong · YongSong Zhou · Yudong Li · Ende Wu · Wooi Ping Cheah · Rong Qu · Jianfeng Ren · Linlin Shen
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Gui Wang · Zehao Zhong · YongSong Zhou · Yudong Li · Ende Wu · Wooi Ping Cheah · Rong Qu · Jianfeng Ren · Linlin Shen
Yanghao Zhou · Haitian Li · Rexar Lin · Heyan Huang · Jinxing Zhou · Changsen Yuan · Tian Lan · Ziqin Zhou · Yudong Li · Jiajun Xu · Jingyun Liao · YiMing Cheng · Xuefeng Chen · Xian-Ling Mao · Yousheng Feng
Recent advances in text-to-audio-video (T2AV) generation have enabled models to synthesize audio-visual videos with multi-participant dialogues. However, existing evaluation benchmarks remain largely designed for human-recorded videos or single-speaker settings. As a result, structural failures i...
Yudong Li · Jiawei Cai · Linlin Shen
Standard Large Language Model (LLM) pre-training typically treats corpora as flattened token sequences, often overlooking the real-world context that humans naturally rely on to contextualize information. To bridge this gap, we introduce Knowledge Coordinate Conditioning (KoCo), a simple method t...