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Object Detection

Papers

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Showing 4126–4150 of 10957 papers

TitleStatusHype
Divide and Conquer: Improving Multi-Camera 3D Perception with 2D Semantic-Depth Priors and Input-Dependent Queries—0
MV-DETR: Multi-modality indoor object detection by Multi-View DEtecton TRansformers—0
Vision Language Model for Interpretable and Fine-grained Detection of Safety Compliance in Diverse Workplaces—0
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes—0
Latent Disentanglement for Low Light Image Enhancement—0
MV2DFusion: Leveraging Modality-Specific Object Semantics for Multi-Modal 3D Detection—0
Optimizing Vision Transformers with Data-Free Knowledge Transfer—0
Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts—0
DPDETR: Decoupled Position Detection Transformer for Infrared-Visible Object DetectionCode0
MR3D-Net: Dynamic Multi-Resolution 3D Sparse Voxel Grid Fusion for LiDAR-Based Collective PerceptionCode0
Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets—0
U-DECN: End-to-End Underwater Object Detection ConvNet with Improved DeNoising TrainingCode0
Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets—0
Dilated Convolution with Learnable Spacings—0
A Recurrent YOLOv8-based framework for Event-Based Object Detection—0
RadarPillars: Efficient Object Detection from 4D Radar Point Clouds—0
Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework—0
Data-Driven Pixel Control: Challenges and Prospects—0
Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks—0
PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI EstimationCode0
Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion ModelCode0
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods—0
AI Foundation Models in Remote Sensing: A Survey—0
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection—0
HQOD: Harmonious Quantization for Object DetectionCode0
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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