SOTAVerified

Object Detection

Papers

Showing 701725 of 10957 papers

TitleStatusHype
NumbOD: A Spatial-Frequency Fusion Attack Against Object DetectorsCode0
Human-Guided Image Generation for Expanding Small-Scale Training Image DatasetsCode0
Concept Guided Co-saliency Objection Detection0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
Object Detection Approaches to Identifying Hand Images with High Forensic Values0
Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation0
Toward Highly Efficient Semantic-Guided Machine Vision for Low-Light Object DetectionCode1
WAVIE: A Modular and Open-Source Python Implementation for Fully Automated Digitisation of Paper Electrocardiograms0
Real-Time Tea Leaf Disease Detection Using Deep Learning-Based ModelsCode0
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot LearningCode0
Improving Object Detection for Time-Lapse Imagery Using Temporal Features in Wildlife MonitoringCode0
MR-GDINO: Efficient Open-World Continual Object DetectionCode2
Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving0
NeRF-To-Real Tester: Neural Radiance Fields as Test Image Generators for Vision of Autonomous Systems0
Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)0
Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation NetworkCode1
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object DetectionCode0
Leveraging Color Channel Independence for Improved Unsupervised Object Detection0
A Light-Weight Framework for Open-Set Object Detection with Decoupled Feature Alignment in Joint SpaceCode2
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural NetworkCode1
Improving Generalization Performance of YOLOv8 for Camera Trap Object DetectionCode0
HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object DetectionCode1
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing0
Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection0
Object Style Diffusion for Generalized Object Detection in Urban Scene0
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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