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MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection

MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection

24 February 2025
Xi Jiang
Jian Li
Hanqiu Deng
Yong-Jin Liu
Bin-Bin Gao
Yifeng Zhou
Jialin Li
Chengjie Wang
Feng Zheng
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Papers citing "MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection"

3 / 3 papers shown
Title
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning
Peijian Zeng
Feiyan Pang
Zhanbo Wang
Aimin Yang
74
0
0
28 Apr 2025
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?
Yusen Zhang
Wenliang Zheng
Aashrith Madasu
Peng Shi
Ryo Kamoi
...
Ranran Haoran Zhang
Avitej Iyer
Renze Lou
Wenpeng Yin
Rui Zhang
68
0
0
25 Apr 2025
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models
Zongyun Zhang
Jiacheng Ruan
Xian Gao
Ting Liu
Yuzhuo Fu
70
2
0
18 Mar 2025
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