SOTAVerified

Object Detection

Papers

Showing 901925 of 10957 papers

TitleStatusHype
A Resource Efficient Fusion Network for Object Detection in Bird's-Eye View using Camera and Raw Radar DataCode0
YCB-LUMA: YCB Object Dataset with Luminance Keying for Object LocalizationCode0
Video-RAG: Visually-aligned Retrieval-Augmented Long Video ComprehensionCode3
Physics-Guided Detector for SAR AirplanesCode1
GaussianPretrain: A Simple Unified 3D Gaussian Representation for Visual Pre-training in Autonomous DrivingCode2
Scaling Deep Learning Research with Kubernetes on the NRP Nautilus HyperCluster0
WoodYOLO: A Novel Object Detector for Wood Species Detection in Microscopic Images0
SL-YOLO: A Stronger and Lighter Drone Target Detection Model0
Exploring Emerging Trends and Research Opportunities in Visual Place Recognition0
EVT: Efficient View Transformation for Multi-Modal 3D Object Detection0
Structure Tensor Representation for Robust Oriented Object Detection0
Vision Eagle Attention: a new lens for advancing image classificationCode1
Interactive Image-Based Aphid Counting in Yellow Water Traps under Stirring Actions0
Real-Time AI-Driven People Tracking and Counting Using Overhead Cameras0
Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning0
RETR: Multi-View Radar Detection Transformer for Indoor PerceptionCode1
Diachronic Document Dataset for Semantic Layout Analysis0
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering0
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction0
Local-Global Attention: An Adaptive Mechanism for Multi-Scale Feature IntegrationCode1
DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks0
Cross-Modal Consistency in Multimodal Large Language Models0
LEAP:D - A Novel Prompt-based Approach for Domain-Generalized Aerial Object Detection0
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation0
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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