SOTAVerified

Object Detection

Papers

Showing 63016350 of 10957 papers

TitleStatusHype
MUSE: Feature Self-Distillation with Mutual Information and Self-Information0
Diagnosing Errors in Video Relation DetectorsCode0
2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track0
ADC: Adversarial attacks against object Detection that evade Context consistency checks0
A methodology for detection and localization of fruits in apples orchards from aerial imagesCode0
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries0
NAS-FCOS: Efficient Search for Object Detection ArchitecturesCode1
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
CoVA: Context-aware Visual Attention for Webpage Information ExtractionCode1
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology0
RCNet: Reverse Feature Pyramid and Cross-scale Shift Network for Object Detection0
CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification0
Circle Representation for Medical Object DetectionCode1
CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking DetectionCode1
C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection0
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation0
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer AggregationCode1
A Fast Location Algorithm for Very Sparse Point Clouds Based on Object Detection0
LC3Net: Ladder context correlation complementary network for salient object detection0
Multi-Object Tracking and Segmentation with a Space-Time Memory Network0
Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression0
Sequential Voting with Relational Box Fields for Active Object DetectionCode1
ESOD:Edge-based Task Scheduling for Object Detection0
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection DatasetCode1
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model BiasCode0
Noisy Annotation Refinement for Object Detection0
Improving Model Generalization by Agreement of Learned Representations from Data AugmentationCode1
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training ExamplesCode0
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data?Code0
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems0
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient DistillationCode0
Self-Supervised Object Detection via Generative Image SynthesisCode0
HM-Net: A Regression Network for Object Center Detection and Tracking on Wide Area Motion ImageryCode0
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection0
The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial DomainsCode1
Network Augmentation for Tiny Deep Learning0
Improvised Aerial Object Detection approach for YOLOv3 Using Weighted Luminance0
Video-Data Pipelines for Machine Learning ApplicationsCode0
Knowledge-driven Active LearningCode0
Receptive Field Broadening and Boosting for Salient Object Detection0
Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs0
Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather0
Non-deep NetworksCode1
Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection0
RGB-D Image Inpainting Using Generative Adversarial Network with a Late Fusion Approach0
Fast Hand Detection in Collaborative Learning Environments0
Adversarial Scene Reconstruction and Object Detection System for Assisting Autonomous Vehicle0
Object DGCNN: 3D Object Detection using Dynamic GraphsCode1
Oriented Feature Alignment for Fine-grained Object Recognition in High-Resolution Satellite Imagery0
DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D QueriesCode1
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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