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A Survey of Multimodal Hallucination Evaluation and Detection
v1v2 (latest)

A Survey of Multimodal Hallucination Evaluation and Detection

25 July 2025
Zhiyuan Chen
Yuecong Min
Jie M. Zhang
Bei Yan
Jiahao Wang
X. Wang
Shiguang Shan
    HILM
ArXiv (abs)PDFHTML

Papers citing "A Survey of Multimodal Hallucination Evaluation and Detection"

2 / 2 papers shown
HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models
HEDGE: Hallucination Estimation via Dense Geometric Entropy for VQA with Vision-Language Models
Sushant Gautam
Michael A. Riegler
Pål Halvorsen
VLM
198
1
0
16 Nov 2025
Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation
Hallucination as an Upper Bound: A New Perspective on Text-to-Image Evaluation
S. Kasaei
M. Rohban
EGVMVLMLRM
300
0
0
25 Sep 2025
1