OpenCodePapers

3d-anomaly-detection-on-anomaly-shapenet

Anomaly Detection3D Anomaly Detection
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PaperCodeO-AUROCP-AUROCModelNameReleaseDate
AT3D-AD: Anomaly Type-Aware 3D Anomaly Detection via Hierarchical Point-Language Alignment0.981AT3D-AD (TTA=10)2026-09-22
Towards Generalizable 3D Anomaly Detection via Relational Inconsistency Modeling0.9740.945GRIM2026-09-28
AT3D-AD: Anomaly Type-Aware 3D Anomaly Detection via Hierarchical Point-Language Alignment0.969AT3D-AD2026-09-22
A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection0.933SeDiR2026-03-26
Anomaly Factory 3D: A Modular Framework for Diverse Pseudo-Anomaly Synthesis in Unsupervised 3D Anomaly Detection✓ Link0.9150.925PO3AD + AF3AD2026-06-28
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection✓ Link0.9090.910MC4AD2025-05-09
Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation0.9000.897PASDF2025-05-30
MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection0.842MC3D-AD2025-05-04
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection0.8390.898PO3AD2024-12-17
Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection0.7970.712DUS-Net2025-07-05
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection✓ Link0.749R3D-AD2024-07-15
Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection✓ Link0.7120.691ISMP2024-12-18
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network✓ Link0.6610.650IMRNet2023-11-25
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