SOTAVerified

Object Detection

Papers

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Showing 7126–7150 of 10957 papers

TitleStatusHype
Learning Efficient Representations for Enhanced Object Detection on Large-scene SAR Images—0
Object Detection in Aerial Images: What Improves the Accuracy?—0
Dynamic Deep Convolutional Candlestick Learner—0
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World—0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
Object Detection in Autonomous Vehicles: Status and Open Challenges—0
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues—0
Deformable One-Dimensional Object Detection for Routing and Manipulation—0
Understanding Few-Shot Multi-Task Representation Learning Theory—0
Validation of object detection in UAV-based images using synthetic data—0
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection—0
Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images—0
Towards holistic scene understanding: Semantic segmentation and beyond—0
YOLO -- You only look 10647 times—0
DeepMix: Mobility-aware, Lightweight, and Hybrid 3D Object Detection for Headsets—0
Determination of building flood risk maps from LiDAR mobile mapping data—0
Deep Leaning-Based Ultra-Fast Stair Detection—0
Technical Report for ICCV 2021 Challenge SSLAD-Track3B: Transformers Are Better Continual Learners—0
MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm—0
SparseDet: Improving Sparsely Annotated Object Detection with Pseudo-positive Mining—0
Classification of Beer Bottles using Object Detection and Transfer Learning—0
Drone Object Detection Using RGB/IR Fusion—0
SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection—0
Small Object Detection using Deep Learning—0
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks—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