| SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection | Aug 6, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 9 | 5 |
| A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization | Jul 12, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 3 | 5 |
| MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities | May 2, 2022 | Anomaly DetectionDefect Detection | CodeCode Available | 2 | 5 |
| Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection | Jan 1, 2025 | Defect Detection | CodeCode Available | 2 | 5 |
| SSGD: A smartphone screen glass dataset for defect detection | Mar 12, 2023 | Defect Detectionobject-detection | CodeCode Available | 1 | 5 |
| End-to-end training of a two-stage neural network for defect detection | Jul 15, 2020 | Defect DetectionSegmentation | CodeCode Available | 1 | 5 |
| DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly Detection | Jan 1, 2021 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| One-Class Model for Fabric Defect Detection | Apr 20, 2022 | Defect Detectionmodel | CodeCode Available | 1 | 5 |
| ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction | Jun 5, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| REB: Reducing Biases in Representation for Industrial Anomaly Detection | Aug 24, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Segmentation-Based Deep-Learning Approach for Surface-Defect Detection | Mar 20, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Semi-supervised Anomaly Detection using AutoEncoders | Jan 6, 2020 | Anomaly DetectionAsset Management | CodeCode Available | 1 | 5 |
| Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform | Jan 30, 2020 | Defect Detection | CodeCode Available | 1 | 5 |
| A Lightweight Insulator Defect Detection Model Based on Drone Images | Aug 26, 2024 | Defect DetectionInsulator Defect Detection | CodeCode Available | 1 | 5 |
| LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect Detection | Jun 24, 2024 | Defect DetectionInsulator Defect Detection | CodeCode Available | 1 | 5 |
| MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface Defects | May 25, 2024 | CPUDefect Detection | CodeCode Available | 1 | 5 |
| Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection | Jul 4, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 | 5 |
| A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection | Sep 1, 2022 | Defect DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| CutPaste: Self-Supervised Learning for Anomaly Detection and Localization | Apr 8, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal Distillation | May 22, 2024 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection | Jun 1, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 | 5 |
| Online PCB Defect Detector On A New PCB Defect Dataset | Feb 17, 2019 | Defect Detection | CodeCode Available | 1 | 5 |
| DSR -- A dual subspace re-projection network for surface anomaly detection | Aug 2, 2022 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| Few-shot Defect Image Generation based on Consistency Modeling | Aug 1, 2024 | Defect DetectionDiversity | CodeCode Available | 1 | 5 |
| FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection | Sep 13, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection | Jul 24, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection | Oct 6, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Graph Convolutions Enrich the Self-Attention in Transformers! | Dec 7, 2023 | Clone Detection | CodeCode Available | 1 | 5 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON | Jun 13, 2023 | Defect DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Diversity-Measurable Anomaly Detection | Mar 9, 2023 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image | Oct 28, 2021 | Defect Detection | CodeCode Available | 1 | 5 |
| Mixed supervision for surface-defect detection: from weakly to fully supervised learning | Apr 13, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Asymmetric Student-Teacher Networks for Industrial Anomaly Detection | Oct 14, 2022 | 3D Anomaly DetectionAnomaly Detection | CodeCode Available | 1 | 5 |
| A Discrepancy Aware Framework for Robust Anomaly Detection | Oct 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 | 5 |
| ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect Detection | Sep 13, 2021 | Change DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows | Aug 28, 2020 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background | Sep 1, 2024 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 | 5 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework | Aug 27, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detections | Apr 15, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 | 5 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 | 5 |
| A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection | Apr 29, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation | Dec 20, 2024 | Data AugmentationDefect Detection | CodeCode Available | 1 | 5 |
| DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection | Aug 17, 2021 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 | 5 |
| GUI Testing Arena: A Unified Benchmark for Advancing Autonomous GUI Testing Agent | Dec 24, 2024 | Defect Detection | CodeCode Available | 0 | 5 |
| How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RE | Jun 26, 2025 | Defect DetectionDiversity | CodeCode Available | 0 | 5 |
| Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect Detection | Dec 31, 2023 | Data AugmentationDefect Detection | CodeCode Available | 0 | 5 |
