| 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 |
