SOTAVerified

Object Detection

Papers

Showing 32513300 of 10957 papers

TitleStatusHype
Enhancing Traffic Sign Recognition On The Performance Based On Yolov80
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection0
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds0
Real-Time Navigation for Autonomous Aerial Vehicles Using Video0
MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote SensingCode0
SU-YOLO: Spiking Neural Network for Efficient Underwater Object DetectionCode0
Expanding-and-Shrinking Binary Neural NetworksCode0
Intelligent Bear Prevention System Based on Computer Vision: An Approach to Reduce Human-Bear Conflicts in the Tibetan Plateau Area, China0
A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial ImageryCode0
Context in object detection: a systematic literature review0
Knowledge Rectification for Camouflaged Object Detection: Unlocking Insights from Low-Quality Data0
The Marine Debris Forward-Looking Sonar Datasets0
AnnoPage Dataset: Dataset of Non-Textual Elements in Documents with Fine-Grained Categorization0
ForcePose: A Deep Learning Approach for Force Calculation Based on Action Recognition Using MediaPipe Pose Estimation Combined with Object Detection0
Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance0
FACETS: Efficient Once-for-all Object Detection via Constrained Iterative Search0
Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios0
AGILE: A Diffusion-Based Attention-Guided Image and Label Translation for Efficient Cross-Domain Plant Trait IdentificationCode0
SaViD: Spectravista Aesthetic Vision Integration for Robust and Discerning 3D Object Detection in Challenging EnvironmentsCode0
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications0
Single Shot AI-assisted quantification of KI-67 proliferation index in breast cancer0
MATT-GS: Masked Attention-based 3DGS for Robot Perception and Object Detection0
BiblioPage: A Dataset of Scanned Title Pages for Bibliographic Metadata ExtractionCode0
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception0
LGI-DETR: Local-Global Interaction for UAV Object Detection0
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection0
Pitch Contour Exploration Across Audio Domains: A Vision-Based Transfer Learning Approach0
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object DetectionCode0
MAMAT: 3D Mamba-Based Atmospheric Turbulence Removal and its Object Detection Capability0
Spatiotemporal Learning with Context-aware Video Tubelets for Ultrasound Video Analysis0
Which2comm: An Efficient Collaborative Perception Framework for 3D Object Detection0
Hi-ALPS -- An Experimental Robustness Quantification of Six LiDAR-based Object Detection Systems for Autonomous Driving0
Scoring, Remember, and Reference: Catching Camouflaged Objects in Videos0
R-LiViT: A LiDAR-Visual-Thermal Dataset Enabling Vulnerable Road User Focused Roadside Perception0
An Iterative Feedback Mechanism for Improving Natural Language Class Descriptions in Open-Vocabulary Object Detection0
Event-Based Crossing Dataset (EBCD)Code0
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model0
Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes0
Should we pre-train a decoder in contrastive learning for dense prediction tasks?0
You Only Look Once at Anytime (AnytimeYOLO): Analysis and Optimization of Early-Exits for Object-Detection0
Region Masking to Accelerate Video Processing on Neuromorphic Hardware0
MapGlue: Multimodal Remote Sensing Image MatchingCode0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles0
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection0
Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark0
Test-Time Backdoor Detection for Object Detection Models0
DCA: Dividing and Conquering Amnesia in Incremental Object DetectionCode0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions0
A Revisit to the Decoder for Camouflaged Object Detection0
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data GenerationCode0
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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