SOTAVerified

2D Object Detection

Papers

Showing 151200 of 210 papers

TitleStatusHype
Single-stage uav detection and classification with yolov5: Mosaic data augmentation and panetCode0
Structure Information is the Key: Self-Attention RoI Feature Extractor in 3D Object Detection0
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation0
Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather0
Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization0
AI-based thermal bridge detection of building rooftops on district scale using aerial images0
Unity Perception: Generate Synthetic Data for Computer Vision0
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search0
Exploring 2D Data Augmentation for 3D Monocular Object Detection0
MonoGRNet: A General Framework for Monocular 3D Object Detection0
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles0
What is it Like to Be a Bot: Simulated, Situated, Structurally Coherent Qualia (S3Q) Theory of Consciousness0
Fourier, Gabor, Morlet or Wigner: Comparison of Time-Frequency Transforms0
Active Learning for Lane Detection: A Knowledge Distillation Approach0
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT SlicesCode0
Learning to Predict the 3D Layout of a Scene0
Automotive Radar Data Acquisition using Object DetectionCode0
Adaptive Automotive Radar data Acquisition0
Radar-Camera Sensor Fusion for Joint Object Detection and Distance Estimation in Autonomous Vehicles0
Machine learning-based EDFA Gain Model Generalizable to Multiple Physical DevicesCode0
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection TrackCode0
Rotation-robust Intersection over Union for 3D Object Detection0
2nd Place Solution for Waymo Open Dataset Challenge -- 2D Object Detection0
Adversarial Robustness of Deep Sensor Fusion Models0
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time0
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes0
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines0
SS3D: Single Shot 3D Object Detector0
DFUC2020: Analysis Towards Diabetic Foot Ulcer DetectionCode0
YOLO and K-Means Based 3D Object Detection Method on Image and Point Cloud0
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds0
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image0
Gun Source and Muzzle Head Detection0
Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles0
Object detection on aerial imagery using CenterNetCode0
IoU Loss for 2D/3D Object DetectionCode0
Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural NetworksCode0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN0
2D Car Detection in Radar Data with PointNets0
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous DrivingCode0
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse WeatherCode0
Three-dimensional Backbone Network for 3D Object Detection in Traffic ScenesCode0
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian DetectionCode0
IPOD: Intensive Point-based Object Detector for Point Cloud0
Grid R-CNNCode0
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic SegmentationCode0
MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object LocalizationCode0
Conscious Inference for Object Detection0
Leolani: a reference machine with a theory of mind for social communicationCode0
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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