SOTAVerified

Object Detection

Papers

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Showing 3551–3600 of 10957 papers

TitleStatusHype
PillarHist: A Quantization-aware Pillar Feature Encoder based on Height-aware Histogram—0
GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection—0
VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network—0
ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models—0
Detecting Open World Objects via Partial Attribute Assignment—0
ABBSPO: Adaptive Bounding Box Scaling and Symmetric Prior based Orientation Prediction for Detecting Aerial Image Objects—0
Open-World Objectness Modeling Unifies Novel Object Detection—0
DefMamba: Deformable Visual State Space Model—0
Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection—0
V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection—0
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNsCode0
Asynchronous Collaborative Graph Representation for Frames and EventsCode0
Seeing More with Less: Human-like Representations in Vision Models—0
CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes—0
SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection—0
Shift the Lens: Environment-Aware Unsupervised Camouflaged Object DetectionCode0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion—0
Solar Filaments Detection using Active Contours Without Edges—0
AI-Powered Urban Transportation Digital Twin: Methods and Applications—0
Open-Set Object Detection By Aligning Known Class Representations—0
Differential Evolution Integrated Hybrid Deep Learning Model for Object Detection in Pre-made Dishes—0
Plastic Waste Classification Using Deep Learning: Insights from the WaDaBa Dataset—0
Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection—0
Optimizing Helmet Detection with Hybrid YOLO Pipelines: A Detailed Analysis—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Revisiting Monocular 3D Object Detection from Scene-Level Depth Retargeting to Instance-Level Spatial Refinement—0
Detection of Body Packs in Abdominal CT scans Through Artificial IntelligenceCode0
From Coin to Data: The Impact of Object Detection on Digital Numismatics—0
Assessing Pre-trained Models for Transfer Learning through Distribution of Spectral Components—0
TSceneJAL: Joint Active Learning of Traffic Scenes for 3D Object DetectionCode0
HV-BEV: Decoupling Horizontal and Vertical Feature Sampling for Multi-View 3D Object DetectionCode0
Distortion-Aware Adversarial Attacks on Bounding Boxes of Object DetectorsCode0
Evaluating the Adversarial Robustness of Detection Transformers—0
Unified Local and Global Attention Interaction Modeling for Vision Transformers—0
COMO: Cross-Mamba Interaction and Offset-Guided Fusion for Multimodal Object Detection—0
Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge DeploymentCode0
Multi-Point Positional Insertion Tuning for Small Object Detection—0
Sampling Bag of Views for Open-Vocabulary Object Detection—0
Spectrum-oriented Point-supervised Saliency Detector for Hyperspectral ImagesCode0
Enhanced Temporal Processing in Spiking Neural Networks for Static Object Detection Using 3D Convolutions—0
Edge-AI for Agriculture: Lightweight Vision Models for Disease Detection in Resource-Limited Settings—0
Feature Based Methods in Domain Adaptation for Object Detection: A Review Paper—0
Impact of Evidence Theory Uncertainty on Training Object Detection Models—0
Separating Drone Point Clouds From Complex Backgrounds by Cluster Filter -- Technical Report for CVPR 2024 UG2 Challenge—0
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 Detection—0
Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation—0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
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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