SOTAVerified

Object Detection

Papers

Showing 33513400 of 10957 papers

TitleStatusHype
MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching0
f-Cal: Calibrated aleatoric uncertainty estimation from neural networks for robot perception0
FCOS: A simple and strong anchor-free object detector0
CLAD: A Complex and Long Activities Dataset with Rich Crowdsourced Annotations0
Approximate Supervised Object Distance Estimation on Unmanned Surface Vehicles0
Advancing Roadway Sign Detection with YOLO Models and Transfer Learning0
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers0
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification0
CitDet: A Benchmark Dataset for Citrus Fruit Detection0
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry0
Cirrus: A Long-range Bi-pattern LiDAR Dataset0
Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy0
Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets0
Applying the Lower-Biased Teacher Model in Semi-Supervised Object Detection0
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying0
CircleNet: Reciprocating Feature Adaptation for Robust Pedestrian Detection0
Applying r-spatiogram in object tracking for occlusion handling0
Fast Vehicle Detection and Tracking on Fisheye Traffic Monitoring Video using CNN and Bounding Box Propagation0
Applying Plain Transformers to Real-World Point Clouds0
CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection0
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing0
Accurate Tennis Court Line Detection on Amateur Recorded Matches0
3D-MAN: 3D Multi-frame Attention Network for Object Detection0
Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation0
FathomNet: An underwater image training database for ocean exploration and discovery0
Chosen methods of improving small object recognition with weak recognizable features0
Applied Deep Learning to Identify and Localize Polyps from Endoscopic Images0
3DLG-Detector: 3D Object Detection via Simultaneous Local-Global Feature Learning0
Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection0
Learning 2D to 3D Lifting for Object Detection in 3D for Autonomous Vehicles0
Applications of Knowledge Distillation in Remote Sensing: A Survey0
Advancing 3D Point Cloud Understanding through Deep Transfer Learning: A Comprehensive Survey0
Check Your Other Door! Creating Backdoor Attacks in the Frequency Domain0
Cheating Detection Pipeline for Online Interviews and Exams0
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey0
Panoptic Edge Detection0
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection0
Why Autonomous Vehicles Are Not Ready Yet: A Multi-Disciplinary Review of Problems, Attempted Solutions, and Future Directions0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images0
Chargrid-OCR: End-to-end trainable Optical Character Recognition through Semantic Segmentation and Object Detection0
Application of YOLOv8 in monocular downward multiple Car Target detection0
Advances in Self-Supervised Learning for Synthetic Aperture Sonar Data Processing, Classification, and Pattern Recognition0
Chargrid-OCR: End-to-end Trainable Optical Character Recognition for Printed Documents using Instance Segmentation0
Characterization of Magnetic Labyrinthine Structures Through Junctions and Terminals Detection Using Template Matching and CNN0
Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild?0
Channel-wise Alignment for Adaptive Object Detection0
Channel Boosting Feature Ensemble for Radar-based Object Detection0
Application-driven Validation of Posteriors in Inverse Problems0
Advances in Deep Space Exploration via Simulators & Deep Learning0
Fast Template Evaluation with Vector Quantization0
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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