SOTAVerified

Object Detection

Papers

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Showing 1401–1450 of 10957 papers

TitleStatusHype
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object DetectionCode1
Dilated Convolution with Learnable Spacings—0
Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets—0
DeepInteraction++: Multi-Modality Interaction for Autonomous DrivingCode3
A Recurrent YOLOv8-based framework for Event-Based Object Detection—0
RadarPillars: Efficient Object Detection from 4D Radar Point Clouds—0
Hyper-YOLO: When Visual Object Detection Meets Hypergraph ComputationCode3
UAV-Enhanced Combination to Application: Comprehensive Analysis and Benchmarking of a Human Detection Dataset for Disaster ScenariosCode1
Data-Driven Pixel Control: Challenges and Prospects—0
SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic ScenesCode1
Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object DetectionCode2
Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework—0
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and MoreCode5
PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI EstimationCode0
Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks—0
Query3D: LLM-Powered Open-Vocabulary Scene Segmentation with Language Embedded 3D GaussianCode1
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile ApplicationsCode2
Vision-Language Guidance for LiDAR-based Unsupervised 3D Object DetectionCode1
L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object DetectionCode2
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion ModelCode0
GUI Element Detection Using SOTA YOLO Deep Learning ModelsCode1
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods—0
AI Foundation Models in Remote Sensing: A Survey—0
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection—0
HQOD: Harmonious Quantization for Object DetectionCode0
Tensorial template matching for fast cross-correlation with rotations and its application for tomography—0
AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing PipelinesCode0
KAN-RCBEVDepth: A multi-modal fusion algorithm in object detection for autonomous drivingCode0
A Survey and Evaluation of Adversarial Attacks for Object Detection—0
CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical ImageryCode0
Do You Remember . . . the Future? Weak-to-Strong generalization in 3D Object DetectionCode0
Supervised Image Translation from Visible to Infrared Domain for Object Detection—0
Domain penalisation for improved Out-of-Distribution Generalisation—0
LAM3D: Leveraging Attention for Monocular 3D Object Detection—0
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design—0
Underwater Object Detection Enhancement via Channel StabilizationCode0
PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network—0
Effect of Fog Particle Size Distribution on 3D Object Detection Under Adverse Weather Conditions—0
Boosting Gaze Object Prediction via Pixel-level Supervision from Vision Foundation ModelCode0
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion ApproachCode2
Complete 3d relationships extraction modality alignment network for 3d dense captioning—0
MonoMM: A Multi-scale Mamba-Enhanced Network for Real-time Monocular 3D Object Detection—0
MUFASA: Multi-View Fusion and Adaptation Network with Spatial Awareness for Radar Object Detection—0
RoCo:Robust Collaborative Perception By Iterative Object Matching and Pose AdjustmentCode1
Diff3DETR:Agent-based Diffusion Model for Semi-supervised 3D Object Detection—0
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object DetectionCode1
DNTextSpotter: Arbitrary-Shaped Scene Text Spotting via Improved Denoising TrainingCode1
A Simple Background Augmentation Method for Object Detection with Diffusion Model—0
Dynamic Object Queries for Transformer-based Incremental Object Detection—0
MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object DetectionCode1
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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