一作ACL 2026Findings· Findings of ACL
K- GIP : Diagnosing Logical Fractures in Large Vision-Language Models via Verification Scene Graphs and Sequential Pruning
Yujun Hu · Xiaoyu Zhou · Changbo Wang · Gaoqi He
摘要
Diagnosing fine-grained hallucinations in Large Vision-Language Models (LVLMs) can greatly advance their reliable deployment in real-world applications. Nevertheless, current benchmarks predominantly employ flat metrics that treat errors in isolation, leaving a gap in evaluating the complex causa...