SOTAVerified

Object Detection

Papers

Showing 45764600 of 10957 papers

TitleStatusHype
Simultaneous Multiple Object Detection and Pose Estimation using 3D Model Infusion with Monocular VisionCode1
Unifying Tracking and Image-Video Object Detection0
Context-Aware Data Augmentation for LIDAR 3D Object Detection0
Distinctive Self-Similar Object Detection0
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal FusionCode2
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image EnhancementCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D PerceptionCode2
An Enhanced Object Detection Model for Scene Graph Generation0
Detect Only What You Specify : Object Detection with Linguistic Target0
Advanced Audio Aid for Blind People0
DETRDistill: A Universal Knowledge Distillation Framework for DETR-families0
InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D ChallengesCode1
Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection0
You Only Label Once: 3D Box Adaptation from Point Cloud to Image via Semi-Supervised Learning0
DiffusionDet: Diffusion Model for Object DetectionCode4
BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object DetectionCode1
ImLiDAR: Cross-Sensor Dynamic Message Propagation Network for 3D Object Detection0
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual InformationCode1
aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range PerceptionCode1
Sources of performance variability in deep learning-based polyp detection0
Multi-Camera Multi-Object Tracking on the Move via Single-Stage Global Association Approach0
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object TrackingCode2
Boosting Object Representation Learning via Motion and Object ContinuityCode0
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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