SOTAVerified

Object Detection

Papers

Showing 401450 of 10957 papers

TitleStatusHype
Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detectionCode2
Multi-Class Road User Detection With 3+1D Radar in the View-of-Delft DatasetCode2
ALBench: A Framework for Evaluating Active Learning in Object DetectionCode2
On the Arbitrary-Oriented Object Detection: Classification based Approaches RevisitedCode2
Multi-modal Queried Object Detection in the WildCode2
Dilated Neighborhood Attention TransformerCode2
Neighborhood Attention TransformerCode2
NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object DetectionCode2
NeRF-RPN: A general framework for object detection in NeRFsCode2
NMS Strikes BackCode2
DiffusionTrack: Diffusion Model For Multi-Object TrackingCode2
NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and ResultsCode2
Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark DatasetCode2
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose AnnotationsCode2
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
One missing piece in Vision and Language: A Survey on Comics UnderstandingCode2
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and BeyondCode2
Visible-Thermal Multiple Object Tracking: Large-scale Video Dataset and Progressive Fusion ApproachCode2
OPEN: Object-wise Position Embedding for Multi-view 3D Object DetectionCode2
DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object DetectionCode2
Open World Object Detection: A SurveyCode2
BatchFormerV2: Exploring Sample Relationships for Dense Representation LearningCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object DetectionCode2
A DeNoising FPN With Transformer R-CNN for Tiny Object DetectionCode2
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision TasksCode2
DEYO: DETR with YOLO for End-to-End Object DetectionCode2
Parametric and Multivariate Uncertainty Calibration for Regression and Object DetectionCode2
A Simple Framework for 3D Occupancy Estimation in Autonomous DrivingCode2
DiffBEV: Conditional Diffusion Model for Bird's Eye View PerceptionCode2
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureCode2
DETR Does Not Need Multi-Scale or Locality DesignCode2
PillarNet: Real-Time and High-Performance Pillar-based 3D Object DetectionCode2
DetGPT: Detect What You Need via ReasoningCode2
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point CloudsCode2
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image FusionCode2
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-trainingCode2
Center-based 3D Object Detection and TrackingCode2
Point-to-Box Network for Accurate Object Detection via Single Point SupervisionCode2
DSVT: Dynamic Sparse Voxel Transformer with Rotated SetsCode2
Exploring Orthogonality in Open World Object DetectionCode2
CenterFormer: Center-based Transformer for 3D Object DetectionCode2
A Strong and Reproducible Object Detector with Only Public DatasetsCode2
PTQ4SAM: Post-Training Quantization for Segment AnythingCode2
Agent Attention: On the Integration of Softmax and Linear AttentionCode2
Detect Everything with Few ExamplesCode2
Detecting Everything in the Open World: Towards Universal Object DetectionCode2
Dense Distinct Query for End-to-End Object DetectionCode2
Deep PCB To COCO ConvertorCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified