SOTAVerified

Object Detection

Papers

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Showing 1851–1900 of 10957 papers

TitleStatusHype
Towards Task-Compatible Compressible RepresentationsCode0
SpecDETR: A Transformer-based Hyperspectral Point Object Detection NetworkCode2
FPDIoU Loss: A Loss Function for Efficient Bounding Box Regression of Rotated Object Detection—0
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object DetectionCode1
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object DetectionCode7
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation—0
Dynamic Loss Decay based Robust Oriented Object Detection on Remote Sensing Images with Noisy Labels—0
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks—0
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale EventsCode0
RDPN6D: Residual-based Dense Point-wise Network for 6Dof Object Pose Estimation Based on RGB-D ImagesCode1
Open-Vocabulary Object Detection via Neighboring Region Attention Alignment—0
Integrity Monitoring of 3D Object Detection in Automated Driving Systems using Raw Activation Patterns and Spatial Filtering—0
Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection—0
MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders—0
Quality-aware Selective Fusion Network for V-D-T Salient Object DetectionCode1
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving—0
MambaOut: Do We Really Need Mamba for Vision?Code7
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying—0
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
Differentiable Model Scaling using Differentiable TopkCode1
Resource Efficient Perception for Vision SystemsCode0
Replication Study and Benchmarking of Real-Time Object Detection ModelsCode0
Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems—0
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation—0
Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual Object Detection—0
Synchronized Object Detection for Autonomous Sorting, Mapping, and Quantification of Materials in Circular HealthcareCode0
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNsCode2
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs—0
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models?—0
The object detection model uses combined extraction with KNN and RF classification—0
CSA-Net: Channel-wise Spatially Autocorrelated Attention NetworksCode0
Depth Awakens: A Depth-perceptual Attention Fusion Network for RGB-D Camouflaged Object DetectionCode0
Reviewing Intelligent Cinematography: AI research for camera-based video production—0
A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching—0
DriveWorld: 4D Pre-trained Scene Understanding via World Models for Autonomous Driving—0
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields—0
ViewFormer: Exploring Spatiotemporal Modeling for Multi-View 3D Occupancy Perception via View-Guided TransformersCode2
Deep Event-based Object Detection in Autonomous Driving: A Survey—0
Comparing fine-grained and coarse-grained object detection for ecology—0
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection—0
PTQ4SAM: Post-Training Quantization for Segment AnythingCode2
RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour DetectionCode1
Low-light Object Detection—0
Modality Prompts for Arbitrary Modality Salient Object Detection—0
Salient Object Detection From Arbitrary ModalitiesCode0
Visual grounding for desktop graphical user interfaces—0
Performance Evaluation of Real-Time Object Detection for Electric ScootersCode0
SalFAU-Net: Saliency Fusion Attention U-Net for Salient Object Detection—0
Adaptive Guidance Learning for Camouflaged Object DetectionCode0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

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