SOTAVerified

Object Detection

Papers

Showing 90019050 of 10957 papers

TitleStatusHype
WSOD2: Learning Bottom-up and Top-down Objectness Distillation forWeakly-supervised Object Detection0
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object DetectionCode0
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning0
Chargrid-OCR: End-to-end Trainable Optical Character Recognition for Printed Documents using Instance Segmentation0
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object DetectionCode0
HydraPicker: Fully Automated Particle Picking in Cryo-EM by Utilizing Dataset Bias in Single Shot DetectionCode0
MLOD: A multi-view 3D object detection based on robust feature fusion method0
Learning Object-specific Distance from a Monocular Image0
CBNet: A Novel Composite Backbone Network Architecture for Object DetectionCode0
Gaussian Temporal Awareness Networks for Action LocalizationCode0
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum0
Autonomous Underwater Vehicle: Electronics and Software Implementation of the Proton AUV0
Look and Modify: Modification Networks for Image CaptioningCode0
Linear Context Transform Block0
Geometry-Aware Video Object Detection for Static Cameras0
Testing Deep Learning Models for Image Analysis Using Object-Relevant Metamorphic Relations0
Machine learning approach of automatic identification and counting of blood cellsCode0
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection0
Detector With Focus: Normalizing Gradient In Image Pyramid0
POD: Practical Object Detection with Scale-Sensitive Network0
AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy0
FreeAnchor: Learning to Match Anchors for Visual Object DetectionCode0
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography0
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering0
Aerial multi-object tracking by detection using deep association networks0
Let's agree to disagree: learning highly debatable multirater labelling0
HarDNet: A Low Memory Traffic NetworkCode1
Knowledge Distillation for End-to-End Person SearchCode0
Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles0
HishabNet: Detection, Localization and Calculation of Handwritten Bengali Mathematical Expressions0
VISIR: Visual and Semantic Image Label Refinement0
Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection0
Training-Time-Friendly Network for Real-Time Object DetectionCode0
3D Bounding Box Estimation for Autonomous Vehicles by Cascaded Geometric Constraints and Depurated 2D Detections Using 3D Results0
Object Detection in Optical Remote Sensing Images: A Survey and A New BenchmarkCode1
Imbalance Problems in Object Detection: A ReviewCode0
FisheyeMODNet: Moving Object detection on Surround-view Cameras for Autonomous Driving0
Temporal Coherence for Active Learning in Videos0
DeepBbox: Accelerating Precise Ground Truth Generation for Autonomous Driving Datasets0
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks0
Estimation of a function of low local dimensionality by deep neural networks0
Minimum Delay Object Detection From VideoCode0
Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending0
StarNet: Targeted Computation for Object Detection in Point Clouds0
ApproxNet: Content and Contention-Aware Video Analytics System for Embedded Clients0
Physics-Based Rendering for Improving Robustness to Rain0
Class-balanced Grouping and Sampling for Point Cloud 3D Object DetectionCode0
No Peeking through My Windows: Conserving Privacy in Personal Drones0
Relation Distillation Networks for Video Object DetectionCode1
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified