SOTAVerified

Object Detection

Papers

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Showing 1001–1050 of 10957 papers

TitleStatusHype
Open-Vocabulary Object Detection via Language Hierarchy—0
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-ResolutionCode0
CLOUDSPAM: Contrastive Learning On Unlabeled Data for Segmentation and Pre-Training Using Aggregated Point Clouds and MoCoCode0
OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery—0
Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models—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
MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error PriorsCode2
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
Optimizing Edge Offloading Decisions for Object DetectionCode1
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object DetectionCode1
Thermal Chameleon: Task-Adaptive Tone-mapping for Radiometric Thermal-Infrared imagesCode1
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
YOLO-Vehicle-Pro: A Cloud-Edge Collaborative Framework for Object Detection in Autonomous Driving under Adverse Weather Conditions—0
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object TrackingCode1
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object DetectionCode1
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
PlantCamo: Plant Camouflage DetectionCode1
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained ModelsCode0
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion—0
DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units—0
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding—0
Fire and Smoke Detection with Burning Intensity RepresentationCode1
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning—0
How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?—0
Few-shot target-driven instance detection based on open-vocabulary object detection models—0
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning—0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—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
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving—0
TrackMe:A Simple and Effective Multiple Object Tracking Annotation ToolCode1
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-DictionaryCode5
Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text DescribabilityCode0
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models—0
MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object DetectionCode1
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps—0
Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-SpeechCode0
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
Comparing Surface Landmine Object Detection Models on a New Drone Flyby Dataset—0
Accelerating Object Detection with YOLOv4 for Real-Time Applications—0
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring—0
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images—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