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Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation

Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation

25 March 2025
Hongcheng Gao
Jiashu Qu
Jingyi Tang
Baolong Bi
Y. Liu
Hongyu Chen
Li Liang
Li Su
Qingming Huang
    MLLM
    VLM
    LRM
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Papers citing "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation"

3 / 3 papers shown
Title
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations for Synthetic Videos
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations for Synthetic Videos
Zongxia Li
Xiyang Wu
Yubin Qin
Guangyao Shi
Hongyang Du
Dinesh Manocha
Tianyi Zhou
Jordan Boyd-Graber
MLLM
41
0
0
02 May 2025
FlowReasoner: Reinforcing Query-Level Meta-Agents
FlowReasoner: Reinforcing Query-Level Meta-Agents
Hongcheng Gao
Yue Liu
Yufei He
Longxu Dou
C. Du
Zhijie Deng
Bryan Hooi
Min Lin
Tianyu Pang
AIFin
LRM
22
1
0
21 Apr 2025
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark
Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark
Enxin Song
Wenhao Chai
Weili Xu
Jianwen Xie
Yuxuan Liu
Gaoang Wang
54
0
0
20 Apr 2025
1