SOTAVerified

Object Detection

Papers

Showing 80018025 of 10957 papers

TitleStatusHype
Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms0
RE-POSE: Synergizing Reinforcement Learning-Based Partitioning and Offloading for Edge Object Detection0
Glasses Detection Using Convolutional Neural Networks0
A Survey on Object Detection in Optical Remote Sensing Images0
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness0
Representation Disparity-aware Distillation for 3D Object Detection0
Could Giant Pretrained Image Models Extract Universal Representations?0
Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training0
Representative Graph Neural Network0
Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images0
A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection0
GhostNetV3: Exploring the Training Strategies for Compact Models0
REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs0
Re-ranking Object Proposals for Object Detection in Automatic Driving0
COTR: Convolution in Transformer Network for End to End Polyp Detection0
GFreeDet: Exploiting Gaussian Splatting and Foundation Models for Model-free Unseen Object Detection in the BOP Challenge 20240
Co-training for On-board Deep Object Detection0
A Survey on Mamba Architecture for Vision Applications0
Research on an Autonomous UAV Search and Rescue System Based on the Improved0
Research on dynamic target detection and tracking system of hexapod robot0
Research on road object detection algorithm based on improved YOLOX0
Research Progress of Convolutional Neural Network and its Application in Object Detection0
A Comprehensive Survey on Hardware-Aware Neural Architecture Search0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles0
Revisiting DETR Pre-training for Object Detection0
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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