SOTAVerified

Object Detection

Papers

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Showing 5051–5100 of 10957 papers

TitleStatusHype
Towards Transferable Multi-modal Perception Representation Learning for Autonomy: NeRF-Supervised Masked AutoEncoder—0
EA-KD: Entropy-based Adaptive Knowledge Distillation—0
T-Rex: Counting by Visual Prompting—0
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory—0
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration—0
P2RBox: Point Prompt Oriented Object Detection with SAM—0
A Safer Vision-based Autonomous Planning System for Quadrotor UAVs with Dynamic Obstacle Trajectory Prediction and Its Application with LLMs—0
AR Visualization System for Ship Detection and Recognition Based on AI—0
Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack DetectionCode0
Cascade Learning Localises Discriminant Features in Visual Scene Classification—0
Do we listen to what we are told? An empirical study on human behaviour during the COVID-19 pandemic: neural networks vs. regression analysis—0
ABFL: Angular Boundary Discontinuity Free Loss for Arbitrary Oriented Object Detection in Aerial ImagesCode0
Density-Guided Dense Pseudo Label Selection For Semi-supervised Oriented Object DetectionCode0
Innovative Horizons in Aerial Imagery: LSKNet Meets DiffusionDet for Advanced Object DetectionCode0
Stable Diffusion For Aerial Object Detection—0
Attention Deficit is Ordered! Fooling Deformable Vision Transformers with Collaborative Adversarial PatchesCode0
Evaluating Supervision Levels Trade-Offs for Infrared-Based People CountingCode0
On the Importance of Large Objects in CNN Based Object Detection Algorithms—0
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches—0
Decoupled DETR For Few-shot Object Detection—0
SeaDSC: A video-based unsupervised method for dynamic scene change detection in unmanned surface vehicles—0
DAS: A Deformable Attention to Capture Salient Information in CNNs—0
Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object DetectionCode0
Security Fence Inspection at Airports Using Object DetectionCode0
Learning Scene Context Without Images—0
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment—0
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection—0
Domain Generalization of 3D Object Detection by Density-ResamplingCode0
A Video-Based Activity Classification of Human Pickers in Agriculture—0
Deep Learning based CNN Model for Classification and Detection of Individuals Wearing Face Mask—0
Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models—0
Talent-Interview: Web-Client Cheating Detection for Online Exams—0
Utilizing dataset affinity prediction in object detection to assess training data—0
Certified Control for Train Sign Classification—0
Traffic Video Object Detection using Motion Prior—0
AI Recommendation System for Enhanced Customer Experience: A Novel Image-to-Text Method—0
Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories—0
Why Autonomous Vehicles Are Not Ready Yet: A Multi-Disciplinary Review of Problems, Attempted Solutions, and Future Directions—0
Incremental Object-Based Novelty Detection with Feedback Loop—0
Globular Cluster Detection in M33 Using Multiple Views Representation LearningCode0
Physical Adversarial Examples for Multi-Camera Systems—0
LocaliseBot: Multi-view 3D object localisation with differentiable rendering for robot grasping—0
Enabling Decision-Support Systems through Automated Cell Tower Detection—0
An Improved Anomaly Detection Model for Automated Inspection of Power Line Insulators—0
Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental ComparisonsCode0
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification FrameworkCode0
GMTR: Graph Matching TransformersCode0
Contrastive Learning for Multi-Object Tracking with TransformersCode0
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications—0
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning—0
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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