SOTAVerified

Object Detection

Papers

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Showing 5301–5350 of 10957 papers

TitleStatusHype
Physically-admissible polarimetric data augmentation for road-scene analysis—0
Efficient Decoder-free Object Detection with TransformersCode1
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
A Multi-task Framework for Infrared Small Target Detection and SegmentationCode1
Label Matching Semi-Supervised Object DetectionCode1
RDU: A Region-based Approach to Form-style Document Understanding—0
Compositional Mixture Representations for Vision and Text—0
Featurized Query R-CNNCode1
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence MeasureCode1
LinK3D: Linear Keypoints Representation for 3D LiDAR Point CloudCode2
Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge DistillationCode0
A Multi-purpose Realistic Haze Benchmark with Quantifiable Haze Levels and Ground Truth—0
Learning Domain Adaptive Object Detection with Probabilistic TeacherCode1
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics—0
Narrowing the Gap: Improved Detector Training with Noisy Location AnnotationsCode0
Preprocessing Enhanced Image Compression for Machine Vision—0
GLIPv2: Unifying Localization and Vision-Language UnderstandingCode4
High-Definition Map Generation Technologies For Autonomous Driving—0
Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization—0
Saccade Mechanisms for Image Classification, Object Detection and Tracking—0
Learning Ego 3D Representation as Ray TracingCode1
MobileOne: An Improved One millisecond Mobile BackboneCode2
Delving into the Pre-training Paradigm of Monocular 3D Object Detection—0
Robust Environment Perception for Automated Driving: A Unified Learning Pipeline for Visual-Infrared Object DetectionCode1
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning—0
Dual Swin-Transformer based Mutual Interactive Network for RGB-D Salient Object Detection—0
DETR++: Taming Your Multi-Scale Detection Transformer—0
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding—0
Tutel: Adaptive Mixture-of-Experts at ScaleCode2
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving—0
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesCode2
Separable Self-attention for Mobile Vision TransformersCode3
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and SegmentationCode4
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection—0
MPANet: Multi-Patch Attention For Infrared Small Target object Detection—0
Automated visual inspection of silicon detectors in CMS experiment—0
Radar Guided Dynamic Visual Attention for Resource-Efficient RGB Object Detection—0
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow DatasetCode0
Metrics reloaded: Recommendations for image analysis validationCode1
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection—0
PETRv2: A Unified Framework for 3D Perception from Multi-Camera ImagesCode3
What Are Expected Queries in End-to-End Object Detection?Code2
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment—0
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar ImageryCode1
DocLayNet: A Large Human-Annotated Dataset for Document-Layout AnalysisCode8
SparseDet: Towards End-to-End 3D Object Detection—0
Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset—0
Visual Transformer for Object Detection—0
Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations—0
Efficient Self-supervised Vision Pretraining with Local Masked ReconstructionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified