SOTAVerified

Object Detection

Papers

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Showing 5201–5250 of 10957 papers

TitleStatusHype
Investigating the Robustness and Properties of Detection Transformers (DETR) Toward Difficult Images—0
GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection—0
LangNav: Language as a Perceptual Representation for Navigation—0
PeP: a Point enhanced Painting method for unified point cloud tasks—0
Impact of Label Types on Training SWIN Models with Overhead Imagery—0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning—0
Fire Detection From Image and Video Using YOLOv5—0
Advanced Efficient Strategy for Detection of Dark Objects Based on Spiking Network with Multi-Box Detection—0
V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation NetworkCode0
Deep Learning for Automatic Detection and Facial Recognition in Japanese Macaques: Illuminating Social Networks—0
3DS-SLAM: A 3D Object Detection based Semantic SLAM towards Dynamic Indoor Environments—0
Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real ImagesCode0
Precise Payload Delivery via Unmanned Aerial Vehicles: An Approach Using Object Detection Algorithms—0
Solution for SMART-101 Challenge of ICCV Multi-modal Algorithmic Reasoning Task 2023—0
Focus on Local Regions for Query-based Object Detection—0
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object DetectionCode0
Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera Systems—0
CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion—0
Joint object detection and re-identification for 3D obstacle multi-camera systems—0
SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation—0
Anyview: Generalizable Indoor 3D Object Detection with Variable Frames—0
Care3D: An Active 3D Object Detection Dataset of Real Robotic-Care EnvironmentsCode0
UAVs and Neural Networks for search and rescue missions—0
DANet: Enhancing Small Object Detection through an Efficient Deformable Attention Network—0
Hierarchical Side-Tuning for Vision Transformers—0
Enhancing Representations through Heterogeneous Self-Supervised Learning—0
Detecting Abnormal Health Conditions in Smart Home Using a Drone—0
QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied ContextsCode0
Activate and Reject: Towards Safe Domain Generalization under Category Shift—0
How To Effectively Train An Ensemble Of Faster R-CNN Object Detectors To Quantify UncertaintyCode0
Towards Long-Range 3D Object Detection for Autonomous Vehicles—0
Dense Random Texture Detection using Beta Distribution Statistics—0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation—0
Parking Spot Classification based on surround view camera system—0
Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring—0
Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet—0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
MarineDet: Towards Open-Marine Object Detection—0
Beyond the Benchmark: Detecting Diverse Anomalies in VideosCode0
OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation—0
Every Dataset Counts: Scaling up Monocular 3D Object Detection with Joint Datasets Training—0
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationCode0
LS-VOS: Identifying Outliers in 3D Object Detections Using Latent Space Virtual Outlier Synthesis—0
Pixel-Aligned Recurrent Queries for Multi-View 3D Object Detection—0
Towards Robust 3D Object Detection In Rainy Conditions—0
You Do Not Need Additional Priors in Camouflage Object Detection—0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
MonoGAE: Roadside Monocular 3D Object Detection with Ground-Aware Embeddings—0
RBF Weighted Hyper-Involution for RGB-D Object Detection—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified