We propose IAD-R1, a universal post-training framework that enhances Vision-Language Models for industrial anomaly detection through a two-stage training strategy.
☆95Dec 9, 2025Updated 7 months ago
Alternatives and similar repositories for IAD-R1
Users that are interested in IAD-R1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EMIT: Enhancing MLLMs for Industrial Anomaly Detection via Difficulty-Aware GRPO☆27Jan 24, 2026Updated 5 months ago
- Official implementation of "AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison"☆53Apr 25, 2026Updated 2 months ago
- ☆43Aug 15, 2025Updated 11 months ago
- This is the official repository for our recent paper "Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Mo…☆170Apr 29, 2025Updated last year
- ☆16May 16, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆267Jan 14, 2026Updated 6 months ago
- This is the repository for JUDO (ICLR 26)☆21Mar 9, 2026Updated 4 months ago
- ☆27Jul 13, 2026Updated last week
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆58Dec 13, 2025Updated 7 months ago
- [NeurIPS 2024] MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning☆93Feb 7, 2026Updated 5 months ago
- VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer (CVPR 2026)☆108Jun 7, 2026Updated last month
- [AAAI 2026] AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection☆176Feb 5, 2026Updated 5 months ago
- (CVPR2025) the code of "Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection"☆71Jun 23, 2025Updated last year
- [CVPR 2026 Findings] Official Implementation for "CoPS: Conditional Prompt Synthesis for Zero-Shot Anomaly Detection"☆47Jun 2, 2026Updated last month
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆127Feb 2, 2026Updated 5 months ago
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆92Jun 2, 2026Updated last month
- Language-Free Universal Vision Anomaly Detection☆192Jun 2, 2026Updated last month
- (ECCV 2024) VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation☆107Jun 4, 2025Updated last year
- The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP☆267May 26, 2025Updated last year
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆166Sep 1, 2025Updated 10 months ago
- This is an official PyTorch implementation for "EAGLE: Expert-Augmented Attention Guidance for Tuning-Free Industrial Anomaly Detection i…☆20Feb 24, 2026Updated 4 months ago
- Accompanying code for the ICCV2025 paper "MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Sh…☆65Apr 27, 2026Updated 2 months ago
- Official implementation of “MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval” (ICLR 2026)☆47Mar 13, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆304May 26, 2026Updated last month
- Normal-Abnormal Guided Generalist Anomaly Detection (NeurIPS 2025)☆86Nov 21, 2025Updated 8 months ago
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆45Mar 5, 2024Updated 2 years ago
- [AAAI 2026] Offical implementation of "Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory".☆25Nov 13, 2025Updated 8 months ago
- Code for "Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection"☆31Nov 7, 2023Updated 2 years ago
- MoEAD is a parameter efficient model for multi class anomaly detection☆36Dec 20, 2024Updated last year
- [ECCV2024] The Official Implementation for ''AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection''☆308Jul 7, 2025Updated last year
- [CVPR 2025] Towards Training-free Anomaly Detection with Vision and Language Foundation Models☆100May 19, 2025Updated last year
- Official implement of ICLR 2025 "One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning"☆40May 8, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆35Aug 16, 2025Updated 11 months ago
- [ICCV2025] SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning. Paper is available at https://arxi…☆158Aug 4, 2025Updated 11 months ago
- HiAD: A General Framework for High-Resolution Anomaly Detection(通用的高分辨率异常检测框架)☆133Feb 5, 2026Updated 5 months ago
- [CVPR 2025] Official Implementation of "Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection". The first …☆501May 21, 2026Updated 2 months ago
- [AAAI 2026] The Official Implementation for "Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation"☆157Apr 25, 2026Updated 2 months ago
- ☆25Aug 1, 2025Updated 11 months ago
- This repository is the official implementation of Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation.☆26Mar 17, 2026Updated 4 months ago