作者位次 #3/5ICML 2026Poster· General Machine Learning / Evaluation
On Stable Long-Form Generation: Benchmarking and Mitigating Length Volatility
Zhitao He · Haolin Yang · Rui Min · Zeyu Qin · Yi Fung
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Zhitao He · Haolin Yang · Rui Min · Zeyu Qin · Yi Fung
Weilei He · Feng Ju · Zhiyuan Fan · Rui Min · Minhao Cheng
Evaluating the instruction-following (IF) capabilities of Multimodal Large Language Models (MLLMs) is essential for rigorously assessing how faithfully model outputs adhere to user-specified intentions. Nevertheless, existing benchmarks for evaluating MLLMs’ instruction-following capability prima...