SOTAVerified

2D Object Detection

Papers

Showing 101150 of 210 papers

TitleStatusHype
DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and CheckingCode0
IoU Loss for 2D/3D Object DetectionCode0
MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object LocalizationCode0
Subcategory-aware Convolutional Neural Networks for Object Proposals and DetectionCode0
Globular Cluster Detection in M33 Using Multiple Views Representation LearningCode0
MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep LearningCode0
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray ImagesCode0
Small Object Detection via Pixel Level Balancing With Applications to Blood Cell DetectionCode0
WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model EvaluationCode0
Leolani: a reference machine with a theory of mind for social communicationCode0
WARLearn: Weather-Adaptive Representation LearningCode0
AI-Driven Relocation Tracking in Dynamic Kitchen EnvironmentsCode0
Single-stage uav detection and classification with yolov5: Mosaic data augmentation and panetCode0
Grid R-CNNCode0
Object detection on aerial imagery using CenterNetCode0
RadioGalaxyNET: Dataset and Novel Computer Vision Algorithms for the Detection of Extended Radio Galaxies and Infrared HostsCode0
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse WeatherCode0
scikit-image: Image processing in PythonCode0
YCB-LUMA: YCB Object Dataset with Luminance Keying for Object LocalizationCode0
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection TrackCode0
Machine learning-based EDFA Gain Model Generalizable to Multiple Physical DevicesCode0
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT SlicesCode0
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection0
10,000 optimal CVRP solutions for testing machine learning based heuristics0
2D Car Detection in Radar Data with PointNets0
2D-Driven 3D Object Detection in RGB-D Images0
2D Object Detection: A Survey0
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers0
2nd Place Solution for Waymo Open Dataset Challenge -- 2D Object Detection0
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds0
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search0
Active Learning for Lane Detection: A Knowledge Distillation Approach0
Adaptive Automotive Radar data Acquisition0
A Fingerprint Detection Method by Fingerprint Ridge Orientation Check0
AI-based thermal bridge detection of building rooftops on district scale using aerial images0
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions0
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection0
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture0
MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos0
BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects0
Efficiently Collecting Training Dataset for 2D Object Detection by Online Visual Feedback0
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting0
Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application0
Conscious Inference for Object Detection0
DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer0
Delving into the Pre-training Paradigm of Monocular 3D Object Detection0
Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM0
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning0
ECG classification algorithm based on feature synthetic input and multi-resolution neural networks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SARATR-XmAP57.3Unverified
2DenoDetbox mAP55.4Unverified
3MSFA (F-RCNN+ConvNext-T)box mAP54.8Unverified
4MSFA (GFL+R50)box mAP53.7Unverified
5MSFA (Deformable DETR)box mAP51.3Unverified
6Cascade R-CNNbox mAP51.1Unverified
7MSFA (F-RCNN+R50)box mAP51.1Unverified
8Deformable DETRbox mAP50Unverified
9FCOSbox mAP49.8Unverified
10F-RCNNbox mAP49Unverified
#ModelMetricClaimedVerifiedStatus
1OAFAtest/mAP5079.4Unverified
2CALNettest/mAP5075.4Unverified
3CAGTDetVal/mAP5074.6Unverified
4C2Formertest/mAP5072.8Unverified
5TarDALtest/mAP5072.6Unverified
6AR-CNNVal/mAP5071.6Unverified
7GLFNettest/mAP5071.4Unverified
8TSFADettest/mAP5070.4Unverified
9CIANVal/mAP5070.2Unverified
10HalfwayFusionVal/mAP5068.2Unverified
#ModelMetricClaimedVerifiedStatus
1TransMindmAP70.7Unverified
2YOLOv7mAP69.5Unverified
3TOODmAP65.6Unverified
4YOLOXmAP57.7Unverified
5Sparse R-CNNmAP47.3Unverified
#ModelMetricClaimedVerifiedStatus
1yolov8smAP500.98Unverified
2yolov8mmAP500.97Unverified
3yolov8nmAP500.97Unverified
4yolov5smAP500.97Unverified
5yolov5nmAP500.96Unverified
#ModelMetricClaimedVerifiedStatus
1EMV-YOLOmAP79.7Unverified
2MAETmAP77.7Unverified
3WARLearnmAP55.7Unverified
#ModelMetricClaimedVerifiedStatus
1MambaCoral-DiffDetmAP5084.3Unverified
2SCoralDetmAP5080.19Unverified
3SCoralNetmAP53.9Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tclear hard (AP)79.48Unverified
2Deep Entropy Fusionclear hard (AP)79.46Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tdense fog hard (AP)78.21Unverified
2Deep Entropy Fusiondense fog hard (AP)76.69Unverified
#ModelMetricClaimedVerifiedStatus
1InternImage-HmAP38.8Unverified
#ModelMetricClaimedVerifiedStatus
1LACLSDetection: Full (mAP@0.5)59.3Unverified
#ModelMetricClaimedVerifiedStatus
1GCC-NetAll mAP69.1Unverified
#ModelMetricClaimedVerifiedStatus
1SCAResNetmAP@0.562.6Unverified
#ModelMetricClaimedVerifiedStatus
1Yolov8x (640x640)mAP61.4Unverified
#ModelMetricClaimedVerifiedStatus
1GLIPAverage mAP0.11Unverified
#ModelMetricClaimedVerifiedStatus
1WARLearnMAP52.6Unverified
#ModelMetricClaimedVerifiedStatus
1rotated-retinanet-rbox-r360_r50_fpn_6x.pyAP50(T<90)0.53Unverified
#ModelMetricClaimedVerifiedStatus
1YOLOv12xAP500.9Unverified
#ModelMetricClaimedVerifiedStatus
1RT-DSAFDetAP@0.554.2Unverified