SOTAVerified

2D Object Detection

Papers

Showing 126–150 of 210 papers

TitleStatusHype
2D-Driven 3D Object Detection in RGB-D Images—0
2D Object Detection: A Survey—0
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers—0
2nd Place Solution for Waymo Open Dataset Challenge -- 2D Object Detection—0
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds—0
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search—0
Active Learning for Lane Detection: A Knowledge Distillation Approach—0
Adaptive Automotive Radar data Acquisition—0
A Fingerprint Detection Method by Fingerprint Ridge Orientation Check—0
AI-based thermal bridge detection of building rooftops on district scale using aerial images—0
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions—0
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection—0
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture—0
MCBLT: Multi-Camera Multi-Object 3D Tracking in Long Videos—0
BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects—0
Efficiently Collecting Training Dataset for 2D Object Detection by Online Visual Feedback—0
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting—0
Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application—0
Conscious Inference for Object Detection—0
DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer—0
Delving into the Pre-training Paradigm of Monocular 3D Object Detection—0
Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization—0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM—0
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning—0
ECG classification algorithm based on feature synthetic input and multi-resolution neural networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SARATR-XmAP57.3—Unverified
2DenoDetbox mAP55.4—Unverified
3MSFA (F-RCNN+ConvNext-T)box mAP54.8—Unverified
4MSFA (GFL+R50)box mAP53.7—Unverified
5MSFA (Deformable DETR)box mAP51.3—Unverified
6Cascade R-CNNbox mAP51.1—Unverified
7MSFA (F-RCNN+R50)box mAP51.1—Unverified
8Deformable DETRbox mAP50—Unverified
9FCOSbox mAP49.8—Unverified
10F-RCNNbox mAP49—Unverified
#ModelMetricClaimedVerifiedStatus
1OAFAtest/mAP5079.4—Unverified
2CALNettest/mAP5075.4—Unverified
3CAGTDetVal/mAP5074.6—Unverified
4C2Formertest/mAP5072.8—Unverified
5TarDALtest/mAP5072.6—Unverified
6AR-CNNVal/mAP5071.6—Unverified
7GLFNettest/mAP5071.4—Unverified
8TSFADettest/mAP5070.4—Unverified
9CIANVal/mAP5070.2—Unverified
10HalfwayFusionVal/mAP5068.2—Unverified
#ModelMetricClaimedVerifiedStatus
1TransMindmAP70.7—Unverified
2YOLOv7mAP69.5—Unverified
3TOODmAP65.6—Unverified
4YOLOXmAP57.7—Unverified
5Sparse R-CNNmAP47.3—Unverified
#ModelMetricClaimedVerifiedStatus
1yolov8smAP500.98—Unverified
2yolov8mmAP500.97—Unverified
3yolov8nmAP500.97—Unverified
4yolov5smAP500.97—Unverified
5yolov5nmAP500.96—Unverified
#ModelMetricClaimedVerifiedStatus
1EMV-YOLOmAP79.7—Unverified
2MAETmAP77.7—Unverified
3WARLearnmAP55.7—Unverified
#ModelMetricClaimedVerifiedStatus
1MambaCoral-DiffDetmAP5084.3—Unverified
2SCoralDetmAP5080.19—Unverified
3SCoralNetmAP53.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tclear hard (AP)79.48—Unverified
2Deep Entropy Fusionclear hard (AP)79.46—Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tdense fog hard (AP)78.21—Unverified
2Deep Entropy Fusiondense fog hard (AP)76.69—Unverified
#ModelMetricClaimedVerifiedStatus
1InternImage-HmAP38.8—Unverified
#ModelMetricClaimedVerifiedStatus
1LACLSDetection: Full ([email protected])59.3—Unverified
#ModelMetricClaimedVerifiedStatus
1GCC-NetAll mAP69.1—Unverified
#ModelMetricClaimedVerifiedStatus
1SCAResNet[email protected]62.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Yolov8x (640x640)mAP61.4—Unverified
#ModelMetricClaimedVerifiedStatus
1GLIPAverage mAP0.11—Unverified
#ModelMetricClaimedVerifiedStatus
1WARLearnMAP52.6—Unverified
#ModelMetricClaimedVerifiedStatus
1rotated-retinanet-rbox-r360_r50_fpn_6x.pyAP50(T<90)0.53—Unverified
#ModelMetricClaimedVerifiedStatus
1YOLOv12xAP500.9—Unverified
#ModelMetricClaimedVerifiedStatus
1RT-DSAFDet[email protected]54.2—Unverified