SOTAVerified

Object Detection

Papers

Showing 67516775 of 10957 papers

TitleStatusHype
A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics0
Narrowing the Gap: Improved Detector Training with Noisy Location AnnotationsCode0
Preprocessing Enhanced Image Compression for Machine Vision0
High-Definition Map Generation Technologies For Autonomous Driving0
Saccade Mechanisms for Image Classification, Object Detection and Tracking0
Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization0
Delving into the Pre-training Paradigm of Monocular 3D Object Detection0
Dual Swin-Transformer based Mutual Interactive Network for RGB-D Salient Object Detection0
DETR++: Taming Your Multi-Scale Detection Transformer0
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding0
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning0
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving0
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection0
MPANet: Multi-Patch Attention For Infrared Small Target object Detection0
Radar Guided Dynamic Visual Attention for Resource-Efficient RGB Object Detection0
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow DatasetCode0
Automated visual inspection of silicon detectors in CMS experiment0
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection0
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment0
SparseDet: Towards End-to-End 3D Object Detection0
Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset0
Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image AnalysisCode0
LiDAR-MIMO: Efficient Uncertainty Estimation for LiDAR-based 3D Object Detection0
Visual Transformer for Object Detection0
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing0
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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