SOTAVerified

Object Detection

Papers

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Showing 851–900 of 10957 papers

TitleStatusHype
On Moving Object Segmentation from Monocular Video with Transformers—0
HDI-Former: Hybrid Dynamic Interaction ANN-SNN Transformer for Object Detection Using Frames and Events—0
ROICtrl: Boosting Instance Control for Visual Generation—0
Deep Fourier-embedded Network for Bi-modal Salient Object DetectionCode1
RPEE-HEADS: A Novel Benchmark for Pedestrian Head Detection in Crowd Videos—0
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks—0
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel ObjectsCode1
OpenAD: Open-World Autonomous Driving Benchmark for 3D Object DetectionCode2
Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models—0
TinyViM: Frequency Decoupling for Tiny Hybrid Vision MambaCode2
Event-based Spiking Neural Networks for Object Detection: A Review of Datasets, Architectures, Learning Rules, and ImplementationCode1
Interpretable Dynamic Graph Neural Networks for Small Occluded Object Detection and Tracking—0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
Open Vocabulary Monocular 3D Object DetectionCode2
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory—0
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment—0
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation TrainingCode2
CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation—0
Interpreting Object-level Foundation Models via Visual Precision SearchCode2
Leverage Task Context for Object Affordance Ranking—0
Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple Basins and New Developments in Representations and TasksCode1
CIA: Controllable Image Augmentation Framework Based on Stable DiffusionCode0
Imperceptible Adversarial Examples in the Physical World—0
Diagnosis of diabetic retinopathy using machine learning & deep learning technique—0
Learn from Foundation Model: Fruit Detection Model without Manual AnnotationCode1
AnySynth: Harnessing the Power of Image Synthetic Data Generation for Generalized Vision-Language Tasks—0
LRSAA: Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Towards RAW Object Detection in Diverse ConditionsCode1
Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite VideosCode1
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data GenerationCode2
Fine-Grained Open-Vocabulary Object Recognition via User-Guided Segmentation—0
Training an Open-Vocabulary Monocular 3D Object Detection Model without 3D Data—0
Twin Trigger Generative Networks for Backdoor Attacks against Object Detection—0
Enhancing Object Detection Accuracy in Autonomous Vehicles Using Synthetic Data—0
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUsCode1
A Real-Time DETR Approach to Bangladesh Road Object Detection for Autonomous Vehicles—0
MSSF: A 4D Radar and Camera Fusion Framework With Multi-Stage Sampling for 3D Object Detection in Autonomous Driving—0
VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving—0
Beneath the Surface: The Role of Underwater Image Enhancement in Object DetectionCode0
Multitask Learning for SAR Ship Detection with Gaussian-Mask Joint Segmentation—0
DINO-X: A Unified Vision Model for Open-World Object Detection and UnderstandingCode5
AnywhereDoor: Multi-Target Backdoor Attacks on Object DetectionCode0
Transforming Static Images Using Generative Models for Video Salient Object Detection—0
WARLearn: Weather-Adaptive Representation LearningCode0
Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object Detection—0
MambaDETR: Query-based Temporal Modeling using State Space Model for Multi-View 3D Object Detection—0
Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors—0
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image GenerationCode2
VADet: Multi-frame LiDAR 3D Object Detection using Variable Aggregation—0
Video-RAG: Visually-aligned Retrieval-Augmented Long Video ComprehensionCode3
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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