SOTAVerified

Object Detection

Papers

Showing 51015150 of 10957 papers

TitleStatusHype
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments0
Real Time Object Detection System with YOLO and CNN Models: A ReviewCode0
Computer Vision Aided mmWave Beam Alignment in V2X CommunicationsCode0
UC-OWOD: Unknown-Classified Open World Object DetectionCode1
3D Labeling Tool0
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling0
HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for Object Detection0
Few-shot Object Counting and DetectionCode1
Long-tailed Instance Segmentation using Gumbel Optimized LossCode1
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation0
Neural-Sim: Learning to Generate Training Data with NeRFCode1
DeVIS: Making Deformable Transformers Work for Video Instance SegmentationCode1
MobileDenseNet: A new approach to object detection on mobile devicesCode0
Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object DetectionCode1
Rethinking Few-Shot Object Detection on a Multi-Domain BenchmarkCode1
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object DetectionCode1
QueryProp: Object Query Propagation for High-Performance Video Object DetectionCode0
DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object DetectionCode2
R2P: A Deep Learning Model from mmWave Radar to Point Cloud0
Focused Decoding Enables 3D Anatomical Detection by TransformersCode1
Omni3D: A Large Benchmark and Model for 3D Object Detection in the WildCode2
Boosting 3D Object Detection via Object-Focused Image FusionCode1
StreamYOLO: Real-time Object Detection for Streaming Perception0
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object DetectionCode1
LPYOLO: Low Precision YOLO for Face Detection on FPGACode1
Sequence Models for Drone vs Bird Classification0
On the Robustness of 3D Object Detectors0
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection0
Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation0
A Novel Neural Network Training Method for Autonomous Driving Using Semi-Pseudo-Labels and 3D Data Augmentations0
Robust Object Detection With Inaccurate Bounding BoxesCode1
EASNet: Searching Elastic and Accurate Network Architecture for Stereo MatchingCode0
Multimodal Transformer for Automatic 3D Annotation and Object DetectionCode1
An Embedded Monocular Vision Approach for Ground-Aware Objects Detection and Position EstimationCode1
Densely Constrained Depth Estimator for Monocular 3D Object DetectionCode1
Towards Plug'n Play Task-Level Autonomy for Robotics Using POMDPs and Generative Models0
Fully Sparse 3D Object DetectionCode2
Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box0
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler mapsCode1
You Actually Look Twice At it (YALTAi): using an object detection approach instead of region segmentation within the Kraken engineCode1
Vision Transformers: From Semantic Segmentation to Dense PredictionCode3
Det6D: A Ground-Aware Full-Pose 3D Object Detector for Improving Terrain RobustnessCode1
KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image0
Rethinking IoU-based Optimization for Single-stage 3D Object DetectionCode1
Is Integer Arithmetic Enough for Deep Learning Training?0
Conditional DETR V2: Efficient Detection Transformer with Box Queries0
PlaneSDF-based Change Detection for Long-term Dense Mapping0
Adversarial Pixel Restoration as a Pretext Task for Transferable PerturbationsCode1
Exploiting Unlabeled Data with Vision and Language Models for Object DetectionCode1
DID-M3D: Decoupling Instance Depth for Monocular 3D Object DetectionCode1
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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