HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal
Reasoning

HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning

22 July 2024

Garrett Bingham

Papers citing "HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning"

14 / 14 papers shown

Title
Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning Baining Zhao Zihan Wang Jianjie Fang Chen Gao Fanhang Man Jinqiang Cui Xin Wang Xinlei Chen Yong Li Wenwu Zhu LM&Ro VLM LRM 66 1 0 17 Apr 2025
DASH: Detection and Assessment of Systematic Hallucinations of VLMs Maximilian Augustin Yannic Neuhaus Matthias Hein VLM 55 1 0 30 Mar 2025
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding Shunqi Mao Chaoyi Zhang Weidong Cai MLLM 163 0 0 13 Mar 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 90 3 0 26 Feb 2025
NEMO: Can Multimodal LLMs Identify Attribute-Modified Objects? Jiaxuan Li Junwen Mo MinhDuc Vo Akihiro Sugimoto Hideki Nakayama 87 0 0 26 Nov 2024
A Survey on Multimodal Benchmarks: In the Era of Large AI Models Lin Li Guikun Chen Hanrong Shi Jun Xiao Long Chen 42 9 0 21 Sep 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images Zhecan Wang Junzhang Liu Chia-Wei Tang Hani Alomari Anushka Sivakumar ... Haoxuan You A. Ishmam Kai-Wei Chang Shih-Fu Chang Chris Thomas CoGe VLM 66 2 0 19 Sep 2024
Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models Chaoya Jiang Wei Ye Mengfan Dong Hongrui Jia Haiyang Xu Mingshi Yan Ji Zhang Shikun Zhang VLM MLLM 43 15 0 24 Feb 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 126 379 0 07 Nov 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 208 905 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 121 66 0 13 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 287 4,261 0 30 Jan 2023
Learning Perceptual Hallucination for Multi-Robot Navigation in Narrow Hallways J. Park Xuesu Xiao Garrett A. Warnell Harel Yedidsion Peter Stone 44 13 0 27 Sep 2022
Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning Ali Furkan Biten L. G. I. Bigorda Dimosthenis Karatzas 97 57 0 04 Oct 2021