SOTAVerified

Object Detection

Papers

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Showing 3801–3850 of 10957 papers

TitleStatusHype
GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection—0
Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems—0
Autobiasing Event Cameras—0
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO—0
Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images—0
Evaluating the Evolution of YOLO (You Only Look Once) Models: A Comprehensive Benchmark Study of YOLO11 and Its Predecessors—0
Uncertainty Estimation for 3D Object Detection via Evidential Learning—0
From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots—0
Whole-Herd Elephant Pose Estimation from Drone Data for Collective Behavior Analysis—0
HD-OOD3D: Supervised and Unsupervised Out-of-Distribution object detection in LiDAR data—0
Context-Aware Token Selection and Packing for Enhanced Vision Transformer—0
EMMA: End-to-End Multimodal Model for Autonomous Driving—0
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving—0
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection—0
First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 2024—0
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection—0
Improving Image Data Leakage Detection in Automotive Software—0
SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity—0
On the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial ApplicationsCode0
TACO: Adversarial Camouflage Optimization on Trucks to Fool Object Detectors—0
Synthetica: Large Scale Synthetic Data for Robot Perception—0
Historical Test-time Prompt Tuning for Vision Foundation Models—0
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-ResolutionCode0
Open-Vocabulary Object Detection via Language Hierarchy—0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models—0
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery—0
MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services—0
DECADE: Towards Designing Efficient-yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems—0
Radar and Camera Fusion for Object Detection and Tracking: A Comprehensive Survey—0
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision—0
YOLO-Vehicle-Pro: A Cloud-Edge Collaborative Framework for Object Detection in Autonomous Driving under Adverse Weather Conditions—0
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection—0
Automated Defect Detection and Grading of Piarom Dates Using Deep Learning—0
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding—0
DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units—0
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion—0
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained ModelsCode0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models—0
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning—0
Few-shot target-driven instance detection based on open-vocabulary object detection models—0
Online Pseudo-Label Unified Object Detection for Multiple Datasets Training—0
Multi-Sensor Fusion for UAV Classification Based on Feature Maps of Image and Radar Data—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?—0
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving—0
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning—0
Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text DescribabilityCode0
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
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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