SOTAVerified

Defect Detection

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 394 papers

TitleStatusHype
SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect DetectionCode9
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and LocalizationCode3
Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect DetectionCode2
MemSeg: A semi-supervised method for image surface defect detection using differences and commonalitiesCode2
Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly DetectionsCode1
DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect GenerationCode1
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
A Lightweight Insulator Defect Detection Model Based on Drone ImagesCode1
Few-shot Defect Image Generation based on Consistency ModelingCode1
Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect DetectionCode1
LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect DetectionCode1
Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect DetectionCode1
MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface DefectsCode1
Incomplete Multimodal Industrial Anomaly Detection via Cross-Modal DistillationCode1
Graph Convolutions Enrich the Self-Attention in Transformers!Code1
A Discrepancy Aware Framework for Robust Anomaly DetectionCode1
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly DetectionCode1
REB: Reducing Biases in Representation for Industrial Anomaly DetectionCode1
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly DetectionCode1
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiONCode1
ReContrast: Domain-Specific Anomaly Detection via Contrastive ReconstructionCode1
SSGD: A smartphone screen glass dataset for defect detectionCode1
Diversity-Measurable Anomaly DetectionCode1
Asymmetric Student-Teacher Networks for Industrial Anomaly DetectionCode1
A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect DetectionCode1
DSR -- A dual subspace re-projection network for surface anomaly detectionCode1
Deep Gradient Learning for Efficient Camouflaged Object DetectionCode1
One-Class Model for Fabric Defect DetectionCode1
LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray ImageCode1
Fully Convolutional Cross-Scale-Flows for Image-based Defect DetectionCode1
ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect DetectionCode1
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and GenerationCode1
Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set FrameworkCode1
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detectionCode1
CoTexT: Multi-task Learning with Code-Text TransformerCode1
Deep Learning Based Steel Pipe Weld Defect DetectionCode1
A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly DetectionCode1
Mixed supervision for surface-defect detection: from weakly to fully supervised learningCode1
CutPaste: Self-Supervised Learning for Anomaly Detection and LocalizationCode1
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and GenerationCode1
DRAEM - A Discriminatively Trained Reconstruction Embedding for Surface Anomaly DetectionCode1
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing FlowsCode1
End-to-end training of a two-stage neural network for defect detectionCode1
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency TransformCode1
Semi-supervised Anomaly Detection using AutoEncodersCode1
Segmentation-Based Deep-Learning Approach for Surface-Defect DetectionCode1
Online PCB Defect Detector On A New PCB Defect DatasetCode1
Semi-Supervised Defect Detection via Conditional Diffusion and CLIP-Guided Noise FilteringCode0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
YOLO-FDA: Integrating Hierarchical Attention and Detail Enhancement for Surface Defect Detection—0
Show:102550
← PrevPage 1 of 8Next →

No leaderboard results yet.