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Object Detection

Papers

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Showing 451–500 of 10957 papers

TitleStatusHype
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated ConvolutionsCode2
ALBench: A Framework for Evaluating Active Learning in Object DetectionCode2
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
Monocular 3D Object Detection with Depth from MotionCode2
MV-FCOS3D++: Multi-View Camera-Only 4D Object Detection with Pretrained Monocular BackbonesCode2
DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object DetectionCode2
Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildCode2
Fully Sparse 3D Object DetectionCode2
Point-to-Box Network for Accurate Object Detection via Single Point SupervisionCode2
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation LearningCode2
More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using SparsityCode2
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
Parametric and Multivariate Uncertainty Calibration for Regression and Object DetectionCode2
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision ApplicationsCode2
BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object DetectionCode2
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNsCode2
Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupancy AutoencodersCode2
Global Context Vision TransformersCode2
3D Object Detection for Autonomous Driving: A Comprehensive SurveyCode2
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather ConditionsCode2
LinK3D: Linear Keypoints Representation for 3D LiDAR Point CloudCode2
MobileOne: An Improved One millisecond Mobile BackboneCode2
Tutel: Adaptive Mixture-of-Experts at ScaleCode2
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesCode2
What Are Expected Queries in End-to-End Object Detection?Code2
Unifying Voxel-based Representation with Transformer for 3D Object DetectionCode2
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure CorrectionCode2
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-trainingCode2
BEVFusion: A Simple and Robust LiDAR-Camera Fusion FrameworkCode2
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature DistillationCode2
Fast Vision Transformers with HiLo AttentionCode2
BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous DrivingCode2
PillarNet: Real-Time and High-Performance Pillar-based 3D Object DetectionCode2
ConvMAE: Masked Convolution Meets Masked AutoencodersCode2
Masked Generative DistillationCode2
Deep PCB To COCO ConvertorCode2
TJ4DRadSet: A 4D Radar Dataset for Autonomous DrivingCode2
Understanding The Robustness in Vision TransformersCode2
Focal Sparse Convolutional Networks for 3D Object DetectionCode2
K-LITE: Learning Transferable Visual Models with External KnowledgeCode2
VSA: Learning Varied-Size Window Attention in Vision TransformersCode2
CenterNet++ for Object DetectionCode2
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity LossCode2
Neighborhood Attention TransformerCode2
DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object DetectionCode2
Localization Distillation for Object DetectionCode2
HIT-UAV: A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detectionCode2
DaViT: Dual Attention Vision TransformersCode2
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object DetectionCode2
An Empirical Study of Remote Sensing PretrainingCode2
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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