SOTAVerified

Object Detection

Papers

Showing 276300 of 10957 papers

TitleStatusHype
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection0
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds0
Real-Time Navigation for Autonomous Aerial Vehicles Using Video0
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection0
CaLiV: LiDAR-to-Vehicle Calibration of Arbitrary Sensor Setups via Object ReconstructionCode1
MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote SensingCode0
Spectral-Adaptive Modulation Networks for Visual PerceptionCode1
SU-YOLO: Spiking Neural Network for Efficient Underwater Object DetectionCode0
Expanding-and-Shrinking Binary Neural NetworksCode0
EagleVision: Object-level Attribute Multimodal LLM for Remote SensingCode1
Context in object detection: a systematic literature review0
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object DetectionCode2
A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial ImageryCode0
Intelligent Bear Prevention System Based on Computer Vision: An Approach to Reduce Human-Bear Conflicts in the Tibetan Plateau Area, China0
Knowledge Rectification for Camouflaged Object Detection: Unlocking Insights from Low-Quality Data0
The Marine Debris Forward-Looking Sonar Datasets0
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
AnnoPage Dataset: Dataset of Non-Textual Elements in Documents with Fine-Grained Categorization0
AGILE: A Diffusion-Based Attention-Guided Image and Label Translation for Efficient Cross-Domain Plant Trait IdentificationCode0
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
Learning Class Prototypes for Unified Sparse Supervised 3D Object DetectionCode1
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications0
SaViD: Spectravista Aesthetic Vision Integration for Robust and Discerning 3D Object Detection in Challenging EnvironmentsCode0
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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