SOTAVerified

Object Detection

Papers

Showing 10261050 of 10957 papers

TitleStatusHype
Fire and Smoke Detection with Burning Intensity RepresentationCode1
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning0
How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?0
Few-shot target-driven instance detection based on open-vocabulary object detection models0
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications0
Online Pseudo-Label Unified Object Detection for Multiple Datasets Training0
Multi-Sensor Fusion for UAV Classification Based on Feature Maps of Image and Radar Data0
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving0
TrackMe:A Simple and Effective Multiple Object Tracking Annotation ToolCode1
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-DictionaryCode5
Open-vocabulary vs. Closed-set: Best Practice for Few-shot Object Detection Considering Text DescribabilityCode0
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models0
MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object DetectionCode1
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps0
Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-SpeechCode0
Enhancing In-vehicle Multiple Object Tracking Systems with Embeddable Ising Machines0
MultiOrg: A Multi-rater Organoid-detection Dataset0
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes0
Comparing Surface Landmine Object Detection Models on a New Drone Flyby Dataset0
Accelerating Object Detection with YOLOv4 for Real-Time Applications0
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring0
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images0
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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