SOTAVerified

Object Detection

Papers

Showing 66516700 of 10957 papers

TitleStatusHype
Investigating Attention Mechanism in 3D Point Cloud Object DetectionCode1
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit DetectionCode0
I2V-GAN: Unpaired Infrared-to-Visible Video TranslationCode1
Group Fisher Pruning for Practical Network CompressionCode1
GraphFPN: Graph Feature Pyramid Network for Object DetectionCode1
Detectron2 Object Detection & Manipulating Images using CartoonizationCode4
Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System0
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale AttentionCode1
Exploring Low-light Object Detection Techniques0
DPT: Deformable Patch-based Transformer for Visual RecognitionCode1
Real-time Streaming Perception System for Autonomous Driving0
From Multi-View to Hollow-3D: Hallucinated Hollow-3D R-CNN for 3D Object DetectionCode1
Modelling and Reasoning Techniques for Context Aware Computing in Intelligent Transportation System0
Probabilistic and Geometric Depth: Detecting Objects in Perspective0
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey0
Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object DetectionCode1
Rethinking and Improving Relative Position Encoding for Vision Transformer0
Geometry Uncertainty Projection Network for Monocular 3D Object DetectionCode1
SimROD: A Simple Adaptation Method for Robust Object DetectionCode1
Similarity and symmetry measures based on fuzzy descriptors of image objects` composition0
United We Learn Better: Harvesting Learning Improvements From Class Hierarchies Across TasksCode0
Aug3D-RPN: Improving Monocular 3D Object Detection by Synthetic Images with Virtual Depth0
High-speed object detection with a single-photon time-of-flight image sensor0
Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception ChallengeCode3
Exploring Sequence Feature Alignment for Domain Adaptive Detection TransformersCode1
Dynamic and Static Object Detection Considering Fusion Regions and Point-wise Features0
DV-Det: Efficient 3D Point Cloud Object Detection with Dynamic Voxelization0
Perception-and-Regulation Network for Salient Object Detection0
Is Object Detection Necessary for Human-Object Interaction Recognition?0
Parallel Detection for Efficient Video Analytics at the EdgeCode0
Image Scene Graph Generation (SGG) Benchmark0
SaRNet: A Dataset for Deep Learning Assisted Search and Rescue with Satellite ImageryCode1
AA3DNet: Attention Augmented Real Time 3D Object Detection0
Contextual Transformer Networks for Visual RecognitionCode1
Boosting Video Captioning with Dynamic Loss Network0
Rank & Sort Loss for Object Detection and Instance SegmentationCode1
Deep Machine Learning Based Egyptian Vehicle License Plate Recognition Systems0
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic VideosCode1
Multi-Echo LiDAR for 3D Object Detection0
Provident Vehicle Detection at Night for Advanced Driver Assistance Systems0
Pruning Ternary Quantization0
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applicationsCode1
Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments0
Unsupervised Domain Adaptive 3D Detection with Multi-Level ConsistencyCode1
VisMCA: A Visual Analytics System for Misclassification Correction and Analysis. VAST Challenge 2020, Mini-Challenge 2 Award: Honorable Mention for Detailed Analysis of Patterns of Misclassification0
An overcome of far-distance limitation on tunnel CCTV-based accident detection in AI deep-learning frameworks0
Fristograms: Revealing and Exploiting Light Field Internals0
Weighted Intersection over Union (wIoU) for Evaluating Image SegmentationCode0
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images0
You Better Look Twice: a new perspective for designing accurate detectors with reduced computations0
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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