SOTAVerified

Object Detection

Papers

Showing 35763600 of 10957 papers

TitleStatusHype
Enhancing Layer Attention Efficiency through Pruning Redundant Retrievals0
Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation0
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time0
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications0
Enhancing LLM-based Autonomous Driving Agents to Mitigate Perception Attacks0
From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information0
Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation0
Category-Specific Object Reconstruction from a Single Image0
A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection0
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning0
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models0
Enhancing Object Detection in Ancient Documents with Synthetic Data Generation and Transformer-Based Models0
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios0
Enhancing object detection robustness: A synthetic and natural perturbation approach0
Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques0
Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation0
Enhancing Representations through Heterogeneous Self-Supervised Learning0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images0
Enhancing SAR Object Detection with Self-Supervised Pre-training on Masked Auto-Encoders0
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism0
Efficient Single Object Detection on Image Patches with Early Exit Enhanced High-Precision CNNs0
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection0
Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection0
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images0
FLASHμ: Fast Localizing And Sizing of Holographic Microparticles0
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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