VLind-Bench: Measuring Language Priors in Large Vision-Language Models

VLind-Bench: Measuring Language Priors in Large Vision-Language Models

13 June 2024

Minsung Kim

Papers citing "VLind-Bench: Measuring Language Priors in Large Vision-Language Models"

8 / 8 papers shown

Title
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization Zefeng Zhang Hengzhu Tang Jiawei Sheng Zhenyu Zhang Yiming Ren Zhenyang Li Dawei Yin Duohe Ma Tingwen Liu 41 0 0 23 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Y. Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang T. Tan 64 2 0 18 Mar 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models Junzhe Chen Tianshu Zhang S. Huang Yuwei Niu Linfeng Zhang Lijie Wen Xuming Hu MLLM VLM 92 1 0 22 Nov 2024
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality Guanyu Zhou Yibo Yan Xin Zou Kun Wang Aiwei Liu Xuming Hu 29 7 0 07 Oct 2024
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback M. Steyvers Yuan Yao Haoye Zhang Taiwen He Yifeng Han ... Xinyue Hu Zhiyuan Liu Hai-Tao Zheng Maosong Sun Tat-Seng Chua MLLM VLM 125 176 0 01 Dec 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 198 883 0 27 Apr 2023
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images Nitzan Bitton-Guetta Yonatan Bitton Jack Hessel Ludwig Schmidt Yuval Elovici Gabriel Stanovsky Roy Schwartz VLM 113 65 0 13 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022