SOTAVerified

Object Detection

Papers

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Showing 501–550 of 10957 papers

TitleStatusHype
An Optimized YOLOv5 Based Approach For Real-time Vehicle Detection At Road Intersections Using Fisheye Cameras—0
An object detection approach for lane change and overtake detection from motion profiles—0
Advanced Object Detection and Pose Estimation with Hybrid Task Cascade and High-Resolution Networks—0
YOLOv4: A Breakthrough in Real-Time Object Detection—0
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount—0
Single-Domain Generalized Object Detection by Balancing Domain Diversity and Invariance—0
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among InstancesCode1
OneTrack-M: A multitask approach to transformer-based MOT models—0
UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection—0
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning DynamicsCode1
RoboGrasp: A Universal Grasping Policy for Robust Robotic Control—0
TexLiDAR: Automated Text Understanding for Panoramic LiDAR DataCode0
Exploring Spatial Language Grounding Through Referring Expressions—0
Uncertainty Quantification for Collaborative Object Detection Under Adversarial Attacks—0
Memory Efficient Transformer Adapter for Dense Predictions—0
From Fog to Failure: How Dehazing Can Harm Clear Image Object Detection—0
Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant FeaturesCode0
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING—0
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and DatasetCode1
KHAIT: K-9 Handler Artificial Intelligence Teaming for Collaborative Sensemaking—0
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection—0
Mitigation of Camouflaged Adversarial Attacks in Autonomous Vehicles--A Case Study Using CARLA Simulator—0
Reliability-Driven LiDAR-Camera Fusion for Robust 3D Object Detection—0
Work-Efficient Parallel Non-Maximum Suppression KernelsCode1
SpikingRTNH: Spiking Neural Network for 4D Radar Object Detection—0
Early Diagnosis and Severity Assessment of Weligama Coconut Leaf Wilt Disease and Coconut Caterpillar Infestation using Deep Learning-based Image Processing Techniques—0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—0
Tuning Event Camera Biases Heuristic for Object Detection Applications in Staring Scenarios—0
IROAM: Improving Roadside Monocular 3D Object Detection Learning from Autonomous Vehicle Data Domain—0
Adaptive Object Detection for Indoor Navigation Assistance: A Performance Evaluation of Real-Time Algorithms—0
Efficient Feature Fusion for UAV Object DetectionCode0
TransRAD: Retentive Vision Transformer for Enhanced Radar Object DetectionCode1
Real Time Scheduling Framework for Multi Object Detection via Spiking Neural Networks—0
Modulating CNN Features with Pre-Trained ViT Representations for Open-Vocabulary Object Detection—0
SSF-PAN: Semantic Scene Flow-Based Perception for Autonomous Navigation in Traffic Scenarios—0
Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding—0
DINOSTAR: Deep Iterative Neural Object Detector Self-Supervised Training for Roadside LiDAR Applications—0
DebugAgent: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging—0
Efficient Object Detection of Marine Debris using Pruned YOLO Model—0
Object Detection for Medical Image Analysis: Insights from the RT-DETR Model—0
Real-Time Brain Tumor Detection in Intraoperative Ultrasound Using YOLO11: From Model Training to Deployment in the Operating RoomCode0
The Linear Attention Resurrection in Vision Transformer—0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection—0
Doracamom: Joint 3D Detection and Occupancy Prediction with Multi-view 4D Radars and Cameras for Omnidirectional Perception—0
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry—0
iFormer: Integrating ConvNet and Transformer for Mobile ApplicationCode2
Vision Aided Channel Prediction for Vehicular Communications: A Case Study of Received Power Prediction Using RGB Images—0
SpikSSD: Better Extraction and Fusion for Object Detection with Spiking Neuron NetworksCode1
Explainable YOLO-Based Dyslexia Detection in Synthetic Handwriting Data—0
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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