LogiCode: an LLM-Driven Framework for Logical Anomaly Detection

LogiCode: an LLM-Driven Framework for Logical Anomaly Detection

7 June 2024

Papers citing "LogiCode: an LLM-Driven Framework for Logical Anomaly Detection"

16 / 16 papers shown

Title
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning Peijian Zeng Feiyan Pang Zhanbo Wang Aimin Yang 68 0 0 28 Apr 2025
LAD-Reasoner: Tiny Multimodal Models are Good Reasoners for Logical Anomaly Detection Weijia Li Guanglei Chu Jiong Chen Guo-Sen Xie Caifeng Shan Fang Zhao LRM 27 1 0 17 Apr 2025
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 21 1 0 16 Apr 2025
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions Yejin Kwon Daeun Moon Youngje Oh Hyunsoo Yoon 66 0 0 26 Mar 2025
Towards Training-free Anomaly Detection with Vision and Language Foundation Models Jinjin Zhang Guodong Wang Yizhou Jin Di Huang 34 1 0 24 Mar 2025
Chameleon: Fast-slow Neuro-symbolic Lane Topology Extraction Zongzheng Zhang Xinrun Li Sizhe Zou Guoxuan Chi Siqi Li ... Guoliang Wang Guantian Zheng Leichen Wang Hang Zhao Hao Zhao 46 0 0 10 Mar 2025
A Survey on Foundation-Model-Based Industrial Defect Detection Tianle Yang Luyao Chang Jiadong Yan J. Li Zhi Wang Ke Zhang AI4CE 68 2 0 26 Feb 2025
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection Xi Jiang Jian Li Hanqiu Deng Y. Liu Bin-Bin Gao Yifeng Zhou Jialin Li Chengjie Wang Feng Zheng 42 1 0 24 Feb 2025
Foundation Models for Anomaly Detection: Vision and Challenges Jing Ren Tao Tang Hong Jia Haytham Fayek Xiaodong Li Suyu Ma Xiwei Xu Feng Xia 50 0 0 10 Feb 2025
Visual Large Language Models for Generalized and Specialized Applications Yifan Li Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 83 10 0 06 Jan 2025
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect Yunkang Cao Xiaohao Xu Jiangning Zhang Yuqi Cheng Xiaonan Huang Guansong Pang Weiming Shen 79 41 0 29 Jan 2024
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 120 137 0 19 Sep 2023
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval Hanxi Li Jianfei Hu Bo-wen Li Hao Chen Yongbin Zheng Chunhua Shen 17 16 0 13 Aug 2023
SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification Minghui Yang Jing Liu Zhiwei Yang Zhaoyang Wu 20 5 0 30 Apr 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 101 299 0 26 Jan 2022