SOTAVerified

Object Detection

Papers

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Showing 4001–4050 of 10957 papers

TitleStatusHype
NBBOX: Noisy Bounding Box Improves Remote Sensing Object DetectionCode0
Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory AnnotationsCode0
Interactive Masked Image Modeling for Multimodal Object Detection in Remote Sensing—0
Directed-CP: Directed Collaborative Perception for Connected and Autonomous Vehicles via Proactive Attention—0
What is YOLOv9: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector—0
Object Depth and Size Estimation using Stereo-vision and Integration with SLAM—0
ENACT: Entropy-based Clustering of Attention Input for Improving the Computational Performance of Object Detection TransformersCode0
ODYSSEE: Oyster Detection Yielded by Sensor Systems on Edge Electronics—0
Brain-Inspired Stepwise Patch Merging for Vision Transformers—0
Distributed Convolutional Neural Network Training on Mobile and Edge Clusters—0
SCLNet: A Scale-Robust Complementary Learning Network for Object Detection in UAV Images—0
Knowledge Distillation via Query Selection for Detection Transformer—0
An Attribute-Enriched Dataset and Auto-Annotated Pipeline for Open Detection—0
Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception—0
Semi-Supervised 3D Object Detection with Channel Augmentation using Transformation Equivariance—0
Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point CloudsCode0
A comprehensive study on Blood Cancer detection and classification using Convolutional Neural Network—0
Replay Consolidation with Label Propagation for Continual Object Detection—0
Distribution Discrepancy and Feature Heterogeneity for Active 3D Object DetectionCode0
Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity—0
Renormalized Connection for Scale-preferred Object Detection in Satellite Imagery—0
RCBEVDet++: Toward High-accuracy Radar-Camera Fusion 3D Perception Network—0
Multi-V2X: A Large Scale Multi-modal Multi-penetration-rate Dataset for Cooperative PerceptionCode0
A Low-Computational Video Synopsis Framework with a Standard DatasetCode0
SpotActor: Training-Free Layout-Controlled Consistent Image Generation—0
Future Does Matter: Boosting 3D Object Detection with Temporal Motion Estimation in Point Cloud Sequences—0
Feature Compression for Cloud-Edge Multimodal 3D Object Detection—0
BFA-YOLO: A balanced multiscale object detection network for building façade attachments detection—0
Multi-scale Feature Fusion with Point Pyramid for 3D Object Detection—0
D4: Text-guided diffusion model-based domain adaptive data augmentation for vineyard shoot detection—0
YOLO-PPA based Efficient Traffic Sign Detection for Cruise Control in Autonomous Driving—0
Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power ApplicationsCode0
TP-GMOT: Tracking Generic Multiple Object by Textual Prompt with Motion-Appearance Cost (MAC) SORTCode0
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban StreetscapesCode0
Pluralistic Salient Object Detection—0
Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an exampleCode0
Evaluation and Comparison of Visual Language Models for Transportation Engineering ProblemsCode0
Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications And Challenges—0
Real-Time Indoor Object Detection based on hybrid CNN-Transformer Approach—0
Improving Apple Object Detection with Occlusion-Enhanced Distillation—0
A Modern Take on Visual Relationship Reasoning for Grasp Planning—0
K-Origins: Better Colour Quantification for Neural NetworksCode0
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection—0
IVGF: The Fusion-Guided Infrared and Visible General Framework—0
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather ConditionsCode0
DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios—0
Kvasir-VQA: A Text-Image Pair GI Tract DatasetCode0
Study of Dropout in PointPillars with 3D Object Detection—0
Real-Time Weather Image Classification with SVMCode0
Entropy Loss: An Interpretability Amplifier of 3D Object Detection Network for Intelligent DrivingCode0
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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