AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

1 code implementation • 13 Nov 2023 • Junyang Wang, Yuhang Wang, Guohai Xu, Jing Zhang, Yukai Gu, Haitao Jia, Jiaqi Wang, Haiyang Xu, Ming Yan, Ji Zhang, Jitao Sang

Despite making significant progress in multi-modal tasks, current Multi-modal Large Language Models (MLLMs) encounter the significant challenge of hallucinations, which may lead to harmful consequences.

Attribute Hallucination +2