作者位次 #3/7ACL 2026Findings· Findings of ACL
GOB ench: Stage-Wise Diagnostics and the Visual Paradox in Multimodal Graph Optimization
Yinghao Chen · Wantong Xie · Shuli Zeng · Sijia Zhang · Xiaotian Pan · Feng Wu · Xiang-Yang Li
摘要
Large language models (LLMs) and vision-language models (VLMs) are increasingly used as optimization assistants to produce solutions, generate solver-executable programs, or both. However, current evaluations are misaligned with deployment in three ways: they (P1) fail to represent multimodal pro...