作者位次 #4/8ACL 2026Poster· Natural Language Processing
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection
Cui Yakun · Peng Qi · Fushuo Huo · Hang Du · Weijie Shi · Juntao Dai · Zhenghao Zhu · Sirui Han
摘要
The advent of multi-modal large language models (MLLMs) has greatly advanced research on video fake news detection (VFND) tasks. Existing benchmarks typically focus on the detection accuracy, while failing to provide fine-grained assessments for the entire detection process. To address these limi...