SOTAVerified

Object Detection

Papers

Showing 54015450 of 10957 papers

TitleStatusHype
In search of inliers: 3d correspondence by local and global voting0
LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality0
LEAP:D - A Novel Prompt-based Approach for Domain-Generalized Aerial Object Detection0
Learnable Companding Quantization for Accurate Low-bit Neural Networks0
4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding0
Learnable Histogram: Statistical Context Features for Deep Neural Networks0
Localization Uncertainty Estimation for Anchor-Free Object Detection0
InsCon:Instance Consistency Feature Representation via Self-Supervised Learning0
In Rain or Shine: Understanding and Overcoming Dataset Bias for Improving Robustness Against Weather Corruptions for Autonomous Vehicles0
Learned Multimodal Compression for Autonomous Driving0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review0
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization0
Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection0
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection0
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields0
Automatic Image Annotation for Mapped Features Detection0
Estimation of a function of low local dimensionality by deep neural networks0
Inner-Scene Similarities as a Contextual Cue for Object Detection0
Active Learning for Object Detection with Non-Redundant Informative Sampling0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications0
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning0
Learning a Layout Transfer Network for Context Aware Object Detection0
Localization Uncertainty-Based Attention for Object Detection0
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques0
Inhomogeneous illumination image enhancement under ex-tremely low visibility condition0
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data0
Learning a unified label space0
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Tensorflow Pretrained Models0
Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection0
Infrastructure-Based Object Detection and Tracking for Cooperative Driving Automation: A Survey0
Deep Learning and Hybrid Approaches for Dynamic Scene Analysis, Object Detection and Motion Tracking0
Automatic Ground Truths: Projected Image Annotations for Omnidirectional Vision0
Infrared Domain Adaptation with Zero-Shot Quantization0
Learning Causal Features for Incremental Object Detection0
Densely Semantic Enhancement for Domain Adaptive Region-free Detectors0
Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey0
Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection0
Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification0
Deep Learning -- A first Meta-Survey of selected Reviews across Scientific Disciplines, their Commonalities, Challenges and Research Impact0
InfraDet3D: Multi-Modal 3D Object Detection based on Roadside Infrastructure Camera and LiDAR Sensors0
Informative Data Selection with Uncertainty for Multi-modal Object Detection0
Automatic Grading of Knee Osteoarthritis on the Kellgren-Lawrence Scale from Radiographs Using Convolutional Neural Networks0
Active learning for object detection in high-resolution satellite images0
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection0
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing0
Learning Discriminative Features for Crowd Counting0
Deep Leaning-Based Ultra-Fast Stair Detection0
Information contraction in noisy binary neural networks and its implications0
Learning Effective Binary Visual Representations with Deep Networks0
InfoFocus: 3D Object Detection for Autonomous Driving with Dynamic Information Modeling0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified