SOTAVerified

Object Detection

Papers

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Showing 701–750 of 10957 papers

TitleStatusHype
Human-Guided Image Generation for Expanding Small-Scale Training Image DatasetsCode0
NumbOD: A Spatial-Frequency Fusion Attack Against Object DetectorsCode0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
Concept Guided Co-saliency Objection Detection—0
Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation—0
Object Detection Approaches to Identifying Hand Images with High Forensic Values—0
Toward Highly Efficient Semantic-Guided Machine Vision for Low-Light Object DetectionCode1
WAVIE: A Modular and Open-Source Python Implementation for Fully Automated Digitisation of Paper Electrocardiograms—0
Real-Time Tea Leaf Disease Detection Using Deep Learning-Based ModelsCode0
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot LearningCode0
Improving Object Detection for Time-Lapse Imagery Using Temporal Features in Wildlife MonitoringCode0
MR-GDINO: Efficient Open-World Continual Object DetectionCode2
NeRF-To-Real Tester: Neural Radiance Fields as Test Image Generators for Vision of Autonomous Systems—0
Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving—0
Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)—0
Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation NetworkCode1
Leveraging Color Channel Independence for Improved Unsupervised Object Detection—0
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object DetectionCode0
A Light-Weight Framework for Open-Set Object Detection with Decoupled Feature Alignment in Joint SpaceCode2
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworkCode1
HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object DetectionCode1
Improving Generalization Performance of YOLOv8 for Camera Trap Object DetectionCode0
Object Style Diffusion for Generalized Object Detection in Urban Scene—0
Joint Perception and Prediction for Autonomous Driving: A SurveyCode2
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing—0
Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection—0
Differential Alignment for Domain Adaptive Object DetectionCode1
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion—0
PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts—0
Continuous Patient Monitoring with AI: Real-Time Analysis of Video in Hospital Care SettingsCode0
RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object DetectionCode1
What is YOLOv6? A Deep Insight into the Object Detection Model—0
A New Adversarial Perspective for LiDAR-based 3D Object Detection—0
Efficient Oriented Object Detection with Enhanced Small Object Recognition in Aerial Images—0
CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal DynamicsCode1
Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and RoadsidesCode0
Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset—0
V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D Annotations—0
SCoralDet: Efficient real-time underwater soft coral detection with YOLOCode2
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data—0
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges—0
Universal Domain Adaptive Object Detection via Dual Probabilistic AlignmentCode1
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object DetectionCode1
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object DetectionCode2
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector—0
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning—0
From Simple to Professional: A Combinatorial Controllable Image Captioning AgentCode0
Enhancement of text recognition for hanja handwritten documents of Ancient Korea—0
Just a Few Glances: Open-Set Visual Perception with Image Prompt Paradigm—0
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against CorruptionsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified