SOTAVerified

2D Object Detection

Papers

Showing 151175 of 210 papers

TitleStatusHype
EffiPerception: an Efficient Framework for Various Perception Tasks0
Enhancing 3D Object Detection in Autonomous Vehicles Based on Synthetic Virtual Environment Analysis0
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning0
Exploiting Temporal Relations on Radar Perception for Autonomous Driving0
Exploring 2D Data Augmentation for 3D Monocular Object Detection0
First qualitative observations on deep learning vision model YOLO and DETR for automated driving in Austria0
Fourier, Gabor, Morlet or Wigner: Comparison of Time-Frequency Transforms0
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D*0
GMM: Delving into Gradient Aware and Model Perceive Depth Mining for Monocular 3D Detection0
Gun Source and Muzzle Head Detection0
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines0
How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?0
Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss0
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles0
Informative Data Selection with Uncertainty for Multi-modal Object Detection0
IPOD: Intensive Point-based Object Detector for Point Cloud0
Learning to Predict the 3D Layout of a Scene0
Level Set-Based Camera Pose Estimation From Multiple 2D/3D Ellipse-Ellipsoid Correspondences0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN0
Model-Based Underwater 6D Pose Estimation from RGB0
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image0
Monocular 3D Object Detection using Multi-Stage Approaches with Attention and Slicing aided hyper inference0
MonoGRNet: A General Framework for Monocular 3D Object Detection0
MSF3DDETR: Multi-Sensor Fusion 3D Detection Transformer for Autonomous Driving0
MSU-4S - The Michigan State University Four Seasons Dataset0
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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
6MSFA (F-RCNN+R50)box mAP51.1Unverified
7Cascade R-CNNbox 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
3yolov5smAP500.97Unverified
4yolov8nmAP500.97Unverified
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