SOTAVerified

Object Detection

Papers

Showing 20012050 of 10957 papers

TitleStatusHype
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
PillarGrid: Deep Learning-based Cooperative Perception for 3D Object Detection from Onboard-Roadside LiDARCode1
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States CitiesCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial ImagesCode1
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse MotionCode1
DQS3D: Densely-matched Quantization-aware Semi-supervised 3D DetectionCode1
Pix2seq: A Language Modeling Framework for Object DetectionCode1
PIXOR: Real-time 3D Object Detection from Point CloudsCode1
PKCAM: Previous Knowledge Channel Attention ModuleCode1
DropLoss for Long-Tail Instance SegmentationCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Plain-Det: A Plain Multi-Dataset Object DetectorCode1
Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous DrivingCode1
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object DetectionCode1
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model TrainingCode1
A Self-Training Approach for Point-Supervised Object Detection and Counting in CrowdsCode1
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler mapsCode1
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation SurveillanceCode1
PODA: Prompt-driven Zero-shot Domain AdaptationCode1
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among InstancesCode1
Point2Seq: Detecting 3D Objects as SequencesCode1
DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic GraspingCode1
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud LearningCode1
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D DetectionCode1
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color ContrastCode1
Do text-free diffusion models learn discriminative visual representations?Code1
Concealed Object DetectionCode1
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object DetectionCode1
DOTIE -- Detecting Objects through Temporal Isolation of Events using a Spiking ArchitectureCode1
DoReMi: First glance at a universal OMR datasetCode1
Points as Queries: Weakly Semi-supervised Object Detection by PointsCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
Point-supervised Single-cell Segmentation via Collaborative Knowledge SharingCode1
AFDet: Anchor Free One Stage 3D Object DetectionCode1
CondenseNet V2: Sparse Feature Reactivation for Deep NetworksCode1
PolarBEVDet: Exploring Polar Representation for Multi-View 3D Object Detection in Bird's-Eye-ViewCode1
Conditional DETR for Fast Training ConvergenceCode1
DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and TrackingCode1
Data Augmentation for Object Detection via Differentiable Neural RenderingCode1
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionCode1
Acquisition of Localization Confidence for Accurate Object DetectionCode1
Domain-Adaptive Object Detection via Uncertainty-Aware Distribution AlignmentCode1
Confidence-Aware Learning for Camouflaged Object DetectionCode1
PP-LCNet: A Lightweight CPU Convolutional Neural NetworkCode1
PP-PicoDet: A Better Real-Time Object Detector on Mobile DevicesCode1
DOTA: A Large-scale Dataset for Object Detection in Aerial ImagesCode1
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionCode1
Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object DetectionCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
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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