SOTAVerified

Object Detection

Papers

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Showing 3851–3900 of 10957 papers

TitleStatusHype
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models—0
Enhancing In-vehicle Multiple Object Tracking Systems with Embeddable Ising Machines—0
MultiOrg: A Multi-rater Organoid-detection Dataset—0
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes—0
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps—0
Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-SpeechCode0
Comparing Surface Landmine Object Detection Models on a New Drone Flyby Dataset—0
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images—0
Accelerating Object Detection with YOLOv4 for Real-Time Applications—0
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring—0
Mixture of Scale Experts for Alignment-free RGBT Video Object Detection and A Unified Benchmark—0
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion—0
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm—0
SAM-Guided Masked Token Prediction for 3D Scene Understanding—0
MambaBEV: An efficient 3D detection model with Mamba2—0
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look—0
Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar—0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Context-Infused Visual Grounding for ArtCode0
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection—0
Fractal Calibration for long-tailed object detectionCode0
Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training—0
YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection—0
CVCP-Fusion: On Implicit Depth Estimation for 3D Bounding Box PredictionCode0
POLO -- Point-based, multi-class animal detection—0
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles—0
Developing Gridded Emission Inventory from High-Resolution Satellite Object Detection for Improved Air Quality Forecasts—0
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object DetectionCode0
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object DetectorsCode0
Learning to Ground VLMs without Forgetting—0
ROA-BEV: 2D Region-Oriented Attention for BEV-based 3D Object—0
Optimizing Waste Management with Advanced Object Detection for Garbage Classification—0
EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition—0
Distributed Intelligent Video Surveillance for Early Armed Robbery Detection based on Deep LearningCode0
An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation—0
Token Pruning using a Lightweight Background Aware Vision Transformer—0
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object DetectionCode0
MMLF: Multi-modal Multi-class Late Fusion for Object Detection with Uncertainty Estimation—0
Boosting Open-Vocabulary Object Detection by Handling Background Samples—0
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking—0
Are We Ready for Real-Time LiDAR Semantic Segmentation in Autonomous Driving?—0
O1O: Grouping of Known Classes to Identify Unknown Objects as Odd-One-Out—0
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective—0
QuadBEV: An Efficient Quadruple-Task Perception Framework via Bird's-Eye-View Representation—0
SurANet: Surrounding-Aware Network for Concealed Object Detection via Highly-Efficient Interactive Contrastive Learning StrategyCode0
Progressive Multi-Modal Fusion for Robust 3D Object Detection—0
Self-Supervised Learning for Real-World Object Detection: a Survey—0
Robust infrared small target detection using self-supervised and a contrario paradigms—0
Adver-City: Open-Source Multi-Modal Dataset for Collaborative Perception Under Adverse Weather Conditions—0
Believing is Seeing: Unobserved Object Detection using Generative ModelsCode0
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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