SOTAVerified

Object Detection

Papers

Showing 67516800 of 10957 papers

TitleStatusHype
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics0
Narrowing the Gap: Improved Detector Training with Noisy Location AnnotationsCode0
Preprocessing Enhanced Image Compression for Machine Vision0
High-Definition Map Generation Technologies For Autonomous Driving0
Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization0
Saccade Mechanisms for Image Classification, Object Detection and Tracking0
Delving into the Pre-training Paradigm of Monocular 3D Object Detection0
Dual Swin-Transformer based Mutual Interactive Network for RGB-D Salient Object Detection0
DETR++: Taming Your Multi-Scale Detection Transformer0
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding0
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning0
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving0
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection0
MPANet: Multi-Patch Attention For Infrared Small Target object Detection0
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow DatasetCode0
Radar Guided Dynamic Visual Attention for Resource-Efficient RGB Object Detection0
Automated visual inspection of silicon detectors in CMS experiment0
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment0
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection0
SparseDet: Towards End-to-End 3D Object Detection0
Visual Transformer for Object Detection0
Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image AnalysisCode0
Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset0
Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations0
LiDAR-MIMO: Efficient Uncertainty Estimation for LiDAR-based 3D Object Detection0
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing0
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment0
Context-Driven Detection of Invertebrate Species in Deep-Sea Video0
Deep learning with RGB and thermal images onboard a drone for monitoring operations0
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles0
Time3D: End-to-End Joint Monocular 3D Object Detection and Tracking for Autonomous Driving0
Continual Object Detection: A review of definitions, strategies, and challenges0
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution DataCode0
P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking0
3D-model ShapeNet Core Classification using Meta-Semantic LearningCode0
Point RCNN: An Angle-Free Framework for Rotated Object Detection0
BadDet: Backdoor Attacks on Object DetectionCode0
LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality0
Fully Convolutional One-Stage 3D Object Detection on LiDAR Range Images0
Penalizing Proposals using Classifiers for Semi-Supervised Object Detection0
Surround-view Fisheye Camera Perception for Automated Driving: Overview, Survey and Challenges0
Structure Aware and Class Balanced 3D Object Detection on nuScenes Dataset0
Domain Adaptation for Object Detection using SE Adaptors and Center LossCode0
SIoU Loss: More Powerful Learning for Bounding Box Regression0
Collaborative 3D Object Detection for Automatic Vehicle Systems via Learnable Communications0
Robust 3D Object Detection in Cold Weather Conditions0
DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling0
G-Rep: Gaussian Representation for Arbitrary-Oriented Object Detection0
NPU-BOLT: A Dataset for Bolt Object Detection in Natural Scene Images0
MolMiner: You only look once for chemical structure recognition0
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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