SOTAVerified

Object Detection

Papers

Showing 17261750 of 10957 papers

TitleStatusHype
A DeNoising FPN With Transformer R-CNN for Tiny Object DetectionCode2
Mamba YOLO: A Simple Baseline for Object Detection with State Space ModelCode4
SlowPerception: Physical-World Latency Attack against Visual Perception in Autonomous Driving0
Utilizing Grounded SAM for self-supervised frugal camouflaged human detection0
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal AttentionCode1
ControlLoc: Physical-World Hijacking Attack on Visual Perception in Autonomous Driving0
Spiking Neural Networks with Consistent Mapping Relations Allow High-Accuracy Inference0
Select-Mosaic: Data Augmentation Method for Dense Small Object ScenesCode0
Real-time object detection and tracking using flash LiDAR imagery0
Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment0
UCDNet: Multi-UAV Collaborative 3D Object Detection Network by Reliable Feature Mapping0
IOR: Inversed Objects Replay for Incremental Object Detection0
UVCPNet: A UAV-Vehicle Collaborative Perception Network for 3D Object Detection0
Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection0
DeTra: A Unified Model for Object Detection and Trajectory Forecasting0
Semmeldetector: Application of Machine Learning in Commercial Bakeries0
Parameter-Inverted Image Pyramid NetworksCode2
Frequency-based Matcher for Long-tailed Semantic SegmentationCode1
CORU: Comprehensive Post-OCR Parsing and Receipt Understanding DatasetCode1
Instance Segmentation and Teeth Classification in Panoramic X-raysCode1
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of VehiclesCode2
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection0
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models0
LW-DETR: A Transformer Replacement to YOLO for Real-Time DetectionCode9
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework0
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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