SOTAVerified

Object Detection

Papers

Showing 68016850 of 10957 papers

TitleStatusHype
LiDAR-in-the-Loop Hyperparameter Optimization0
A Deep Learning Framework for Detection of Targets in Thermal Images to Improve Firefighting0
LiDAR-guided object search and detection in Subterranean Environments0
Detection and Attention: Diagnosing Pulmonary Lung Cancer from CT by Imitating Physicians0
Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation0
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques0
Object Detection Using Deep CNNs Trained on Synthetic Images0
Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images0
LiDAR Cluster First and Camera Inference Later: A New Perspective Towards Autonomous Driving0
Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features0
Object Detection using Image Processing0
Object Detection Using Keygraphs0
Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition0
Object Detection Using Sim2Real Domain Randomization for Robotic Applications0
Detecting Visual Relationships Using Box Attention0
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving0
BEVHeight++: Toward Robust Visual Centric 3D Object Detection0
An Analysis of Scale Invariance in Object Detection - SNIP0
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection0
Abductive Ego-View Accident Video Understanding for Safe Driving Perception0
Lidar-based Object Classification with Explicit Occlusion Modeling0
Lidar based Detection and Classification of Pedestrians and Vehicles Using Machine Learning Methods0
Detecting the unknown in Object Detection0
Object Detection with Mask-based Feature Encoding0
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations0
LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection0
LID 2020: The Learning from Imperfect Data Challenge Results0
Contrast-weighted Dictionary Learning Based Saliency Detection for Remote Sensing Images0
An Analysis of Scale Invariance in Object Detection ­ SNIP0
Li3DeTr: A LiDAR based 3D Detection Transformer0
Detecting The Objects on The Road Using Modular Lightweight Network0
LGI-DETR: Local-Global Interaction for UAV Object Detection0
Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation0
ObjectFusion: Multi-modal 3D Object Detection with Object-Centric Fusion0
Detecting streaks in smart telescopes images with Deep Learning0
Object Guided External Memory Network for Video Object Detection0
BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation0
An Analysis of Pre-Training on Object Detection0
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving0
Break a Lag: Triple Exponential Moving Average for Enhanced Optimization0
Object-Level Proposals0
Detecting Small Signs from Large Images0
Leveraging the Edge and Cloud for V2X-Based Real-Time Object Detection in Autonomous Driving0
Addressing Visual Search in Open and Closed Set Settings0
Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection0
Detecting Small Objects in Thermal Images Using Single-Shot Detector0
Leveraging Superfluous Information in Contrastive Representation Learning0
Detecting retail products in situ using CNN without human effort labeling0
Object Proposal by Multi-Branch Hierarchical Segmentation0
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified