| Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection | Feb 21, 2025 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | CodeCode Available | 2 |
| PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection | Oct 1, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 2 |
| Towards Total Recall in Industrial Anomaly Detection | Jun 15, 2021 | 3D Anomaly DetectionAnomaly Classification | CodeCode Available | 2 |
| Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framework for Subtle Industrial Defects | Jul 10, 2025 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 2 |
| Multimodal Industrial Anomaly Detection via Hybrid Fusion | Mar 1, 2023 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 2 |
| SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection | Apr 10, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead | Nov 5, 2023 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Looking 3D: Anomaly Detection with 2D-3D Alignment | Jun 27, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection | Dec 18, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection | Mar 10, 2022 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | CodeCode Available | 1 |
| Asymmetric Student-Teacher Networks for Industrial Anomaly Detection | Oct 14, 2022 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network | Nov 25, 2023 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection | Jul 15, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Real3D-AD: A Dataset of Point Cloud Anomaly Detection | Sep 23, 2023 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 |
| Shape-Guided: Shape-Guided Dual-Memory Learning for 3D Anomaly Detection | Jan 27, 2023 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | CodeCode Available | 1 |
| Uni-3DAD: GAN-Inversion Aided Universal 3D Anomaly Detection on Model-free Products | Aug 29, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Anomaly Detection in 3D Point Clouds using Deep Geometric Descriptors | Feb 23, 2022 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | —Unverified | 0 |
| DAS3D: Dual-modality Anomaly Synthesis for 3D Anomaly Detection | Oct 13, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| EasyNet: An Easy Network for 3D Industrial Anomaly Detection | Jul 26, 2023 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Exploiting Point-Language Models with Dual-Prompts for 3D Anomaly Detection | Feb 16, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Fence Theorem: Preprocessing is Dual-Objective Semantic Structure Isolator in 3D Anomaly Detection | Mar 3, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection | May 4, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Mentor3AD: Feature Reconstruction-based 3D Anomaly Detection via Multi-modality Mentor Learning | May 27, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection | Dec 17, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift | Mar 19, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark | Jun 26, 2025 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | —Unverified | 0 |
| Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving | May 4, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection | Jul 5, 2025 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples | Oct 31, 2022 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Towards Zero-shot 3D Anomaly Localization | Dec 5, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| 3D-CSAD: Untrained 3D Anomaly Detection for Complex Manufacturing Surfaces | Apr 11, 2024 | 3D Anomaly DetectionAnomaly Detection | —Unverified | 0 |
| Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective | Dec 23, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 0 |
| Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection | May 9, 2025 | 3D Anomaly Detection3D Anomaly Detection and Segmentation | CodeCode Available | 0 |
| Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation | May 30, 2025 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 0 |
| SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly Detection | Oct 15, 2024 | 3D Anomaly Detection3DGS | CodeCode Available | 0 |
| Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning | Aug 8, 2024 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 0 |
