SOTAVerified

Object Detection

Papers

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Showing 7501–7550 of 10957 papers

TitleStatusHype
On the impact of using X-ray energy response imagery for object detection via Convolutional Neural Networks—0
Rethinking the Misalignment Problem in Dense Object DetectionCode0
Densely-Populated Traffic Detection using YOLOv5 and Non-Maximum Suppression Ensembling—0
A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection—0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Disentangling What and Where for 3D Object-Centric Representations Through Active Inference—0
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision—0
An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences—0
PGTRNet: Two-phase Weakly Supervised Object Detection with Pseudo Ground Truth Refinement—0
Localization Uncertainty-Based Attention for Object Detection—0
Detecting Small Objects in Thermal Images Using Single-Shot Detector—0
Layer-wise Customized Weak Segmentation Block and AIoU Loss for Accurate Object Detection—0
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey—0
INVIGORATE: Interactive Visual Grounding and Grasping in Clutter—0
Improving Object Detection and Attribute Recognition by Feature Entanglement Reduction—0
GlassNet: Label Decoupling-based Three-stream Neural Network for Robust Image Glass Detection—0
Small Object Detection Based on Modified FSSD and Model Compression—0
Reconcile Prediction Consistency for Balanced Object Detection—0
Pseudo-Label Generation-Evaluation Framework For Cross Domain Weakly Supervised Object Detection—0
Deep neural networks approach to microbial colony detection -- a comparative analysis—0
Image coding for machines: an end-to-end learned approach—0
SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function—0
Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training—0
Region-level Active Detector Learning—0
A Deep Learning Based Automatic Defect Analysis Framework for In-situ TEM Ion IrradiationsCode0
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimensCode0
Few-Shot Batch Incremental Road Object Detection via Detector Fusion—0
Unbiased IoU for Spherical Image Object Detection—0
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images—0
An Attention Module for Convolutional Neural Networks—0
Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization—0
Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box TrainingCode0
CaT: Weakly Supervised Object Detection with Category TransferCode0
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-NetCode0
VisBuddy -- A Smart Wearable Assistant for the Visually Challenged—0
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation—0
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded DevicesCode0
SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation—0
Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling—0
ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection—0
Cross-Modal Graph with Meta Concepts for Video CaptioningCode0
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles—0
CNN-based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale Feature Extraction—0
Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing—0
SAR image matching algorithm based on multi-class features—0
Modal-Adaptive Gated Recoding Network for RGB-D Salient Object Detection—0
DIODE: Dilatable Incremental Object Detection—0
Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles—0
MultiTask-CenterNet (MCN): Efficient and Diverse Multitask Learning using an Anchor Free Approach—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