SOTAVerified

Object Detection

Papers

Showing 59516000 of 10957 papers

TitleStatusHype
Deep CNN Ensemble with Data Augmentation for Object Detection0
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing0
DeepClean: Integrated Distortion Identification and Algorithm Selection for Rectifying Image Corruptions0
Mask wearing object detection algorithm based on improved YOLOv50
Motion Guided Attention Fusion to Recognize Interactions from Videos0
MotionRec: A Unified Deep Framework for Moving Object Recognition0
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration0
DeepCeNS: An end-to-end Pipeline for Cell and Nucleus Segmentation in Microscopic Images0
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia0
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem0
Deep Camera Pose Regression Using Pseudo-LiDAR0
Improving LiDAR 3D Object Detection via Range-based Point Cloud Density Optimization0
Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery0
Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds0
Improving Image Data Leakage Detection in Automotive Software0
Maximum Margin Vector Correlation Filter0
Dilated Convolution with Learnable Spacings0
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors0
Deep Bregman Divergence for Contrastive Learning of Visual Representations0
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss0
Improving Generative Imagination in Object-Centric World Models0
MBDF-Net: Multi-Branch Deep Fusion Network for 3D Object Detection0
DeepBbox: Accelerating Precise Ground Truth Generation for Autonomous Driving Datasets0
MOST: Multiple Object localization with Self-supervised Transformers for object discovery0
Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis0
MCTR: Multi Camera Tracking Transformer0
MCUBench: A Benchmark of Tiny Object Detectors on MCUs0
Deep Adaptive Proposal Network for Object Detection in Optical Remote Sensing Images0
Weakly Supervised 3D Object Detection with Multi-Stage Generalization0
mdBrief - A Fast Online Adaptable, Distorted Binary Descriptor for Real-Time Applications Using Calibrated Wide-Angle Or Fisheye Cameras0
MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for Efficient Object Detection0
MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING0
Improving fine-grained understanding in image-text pre-training0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation0
MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm0
DIODE: Dilatable Incremental Object Detection0
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos0
Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection0
Improving Distant 3D Object Detection Using 2D Box Supervision0
Directed-CP: Directed Collaborative Perception for Connected and Autonomous Vehicles via Proactive Attention0
Context-Aware Aerial Object Detection: Leveraging Inter-Object and Background Relationships0
MEAOD: Model Extraction Attack against Object Detectors0
Deep Active Perception for Object Detection using Navigation Proposals0
Improving Crowded Object Detection via Copy-Paste0
Deep Active Learning with Noisy Oracle in Object Detection0
Measuring the Impact of Scene Level Objects on Object Detection: Towards Quantitative Explanations of Detection Decisions0
Automated pulmonary nodule detection using 3D deep convolutional neural networks0
MOSE: Boosting Vision-based Roadside 3D Object Detection with Scene Cues0
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection0
Motion From Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories0
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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