SOTAVerified

Object Detection

Papers

Showing 53265350 of 10957 papers

TitleStatusHype
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
Tutel: Adaptive Mixture-of-Experts at ScaleCode2
SpikiLi: A Spiking Simulation of LiDAR based Real-time Object Detection for Autonomous Driving0
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 Detection0
MPANet: Multi-Patch Attention For Infrared Small Target object Detection0
Automated visual inspection of silicon detectors in CMS experiment0
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
Metrics reloaded: Recommendations for image analysis validationCode1
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection0
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 Alignment0
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 Detection0
Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset0
Visual Transformer for Object Detection0
Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations0
Efficient Self-supervised Vision Pretraining with Local Masked ReconstructionCode1
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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