SOTAVerified

Object Detection

Papers

Showing 78517900 of 10957 papers

TitleStatusHype
Oriented Bounding Boxes for Small and Freely Rotated Objects0
A Survey of Modern Deep Learning based Object Detection Models0
On the Role of Sensor Fusion for Object Detection in Future Vehicular Networks0
Middle-level Fusion for Lightweight RGB-D Salient Object Detection0
Co-training for Deep Object Detection: Comparing Single-modal and Multi-modal Approaches0
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations0
Tablext: A Combined Neural Network And Heuristic Based Table Extractor0
VM-MODNet: Vehicle Motion aware Moving Object Detection for Autonomous Driving0
Cycle and Semantic Consistent Adversarial Domain Adaptation for Reducing Simulation-to-Real Domain Shift in LiDAR Bird's Eye View0
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation0
Rapid Detection of Aircrafts in Satellite Imagery based on Deep Neural Networks0
Exploring 2D Data Augmentation for 3D Monocular Object Detection0
MVFuseNet: Improving End-to-End Object Detection and Motion Forecasting through Multi-View Fusion of LiDAR Data0
MetricOpt: Learning to Optimize Black-Box Evaluation Metrics0
BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving0
Visual Analysis Motivated Rate-Distortion Model for Image Coding0
Guided Table Structure Recognition through Anchor Optimization0
A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection0
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases0
One More Check: Making "Fake Background" Be Tracked Again0
A Competitive Method to VIPriors Object Detection Challenge0
OSKDet: Towards Orientation-sensitive Keypoint Localization for Rotated Object Detection0
MonoGRNet: A General Framework for Monocular 3D Object Detection0
Augmenting Deep Classifiers with Polynomial Neural NetworksCode0
MM-Rec: Multimodal News Recommendation0
IQDet: Instance-wise Quality Distribution Sampling for Object Detection0
OCM3D: Object-Centric Monocular 3D Object Detection0
Self-supervised object detection from audio-visual correspondence0
Unsupervised foreign object detection based on dual-energy absorptiometry in the food industry0
Localization-Based Tracking0
Exploring Geometric Consistency for Monocular 3D Object Detection0
BiP-Net: Bidirectional Perspective Strategy based Arbitrary-Shaped Text Detection Network0
Deformable Capsules for Object Detection0
Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation0
TaylorMade VDD: Domain-adaptive Visual Defect Detector for High-mix Low-volume Production of Non-convex Cylindrical Metal Objects0
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories0
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class ImbalanceCode0
HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies0
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection0
V2F-Net: Explicit Decomposition of Occluded Pedestrian Detection0
An Object Detection based Solver for Google's Image reCAPTCHA v20
The Use of Video Captioning for Fostering Physical Activity0
Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection0
RadarScenes: A Real-World Radar Point Cloud Data Set for Automotive Applications0
Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning0
Efficient DETR: Improving End-to-End Object Detector with Dense Prior0
Recursively Refined R-CNN: Instance Segmentation with Self-RoI RebalancingCode0
AAformer: Auto-Aligned Transformer for Person Re-Identification0
Motion Guided Attention Fusion to Recognize Interactions from Videos0
Anchor Pruning for Object DetectionCode0
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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