SOTAVerified

2D Object Detection

Papers

Showing 151200 of 210 papers

TitleStatusHype
Recent Trends in 2D Object Detection and Applications in Video Event Recognition0
RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks0
Rotation-robust Intersection over Union for 3D Object Detection0
Run-time Introspection of 2D Object Detection in Automated Driving Systems Using Learning Representations0
Run-time Monitoring of 3D Object Detection in Automated Driving Systems Using Early Layer Neural Activation Patterns0
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task0
SBDet: A Symmetry-Breaking Object Detector via Relaxed Rotation-Equivariance0
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time0
SS3D: Single Shot 3D Object Detector0
Structure From Motion With Objects0
Structure Information is the Key: Self-Attention RoI Feature Extractor in 3D Object Detection0
Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather0
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning0
Adversarial Robustness of Deep Sensor Fusion Models0
0/1 Deep Neural Networks via Block Coordinate Descent0
Unaligned but Safe -- Formally Compensating Performance Limitations for Imprecise 2D Object Detection0
Underwater Soft Coral Detection: SCoralNet for Accurate and Efficient Annotation.0
Unity Perception: Generate Synthetic Data for Computer Vision0
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes0
Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection0
What is it Like to Be a Bot: Simulated, Situated, Structurally Coherent Qualia (S3Q) Theory of Consciousness0
YOLO and K-Means Based 3D Object Detection Method on Image and Point Cloud0
YOLO-BEV: Generating Bird's-Eye View in the Same Way as 2D Object Detection0
MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep LearningCode0
A Diffusion Model and Knowledge Distillation Framework for Robust Coral Detection in Complex Underwater EnvironmentsCode0
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian DetectionCode0
MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object LocalizationCode0
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentationCode0
Machine learning-based EDFA Gain Model Generalizable to Multiple Physical DevicesCode0
Leolani: a reference machine with a theory of mind for social communicationCode0
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object DetectionCode0
Automotive Radar Data Acquisition using Object DetectionCode0
IoU Loss for 2D/3D Object DetectionCode0
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous DrivingCode0
Grid R-CNNCode0
Globular Cluster Detection in M33 Using Multiple Views Representation LearningCode0
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray ImagesCode0
AI-Driven Relocation Tracking in Dynamic Kitchen EnvironmentsCode0
YCB-LUMA: YCB Object Dataset with Luminance Keying for Object LocalizationCode0
Three-dimensional Backbone Network for 3D Object Detection in Traffic ScenesCode0
DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and CheckingCode0
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection TrackCode0
DFUC2020: Analysis Towards Diabetic Foot Ulcer DetectionCode0
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT SlicesCode0
WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model EvaluationCode0
Relaxed Rotational Equivariance via G-Biases in VisionCode0
Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an exampleCode0
scikit-image: Image processing in PythonCode0
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
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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