SOTAVerified

Object Detection

Papers

Showing 66016650 of 10957 papers

TitleStatusHype
MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis0
Object Detection Using Sim2Real Domain Randomization for Robotic Applications0
Learning to Identify Drilling Defects in Turbine Blades with Single Stage Detectors0
QSAM-Net: Rain streak removal by quaternion neural network with self-attention module0
Semi-Supervised Cross-Modal Salient Object Detection with U-Structure Networks0
Sample hardness based gradient loss for long-tailed cervical cell detection0
Global Hierarchical Attention for 3D Point Cloud Analysis0
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy ImagesCode0
Memory-Guided Collaborative Attention for Nighttime Thermal Infrared Image ColorizationCode0
Task-Balanced Distillation for Object Detection0
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection0
End-to-end deep learning for directly estimating grape yield from ground-based imagery0
DropKey0
Scalable Video Coding for Humans and Machines0
Template matching with white balance adjustment under multiple illuminants0
Automatic Acne Object Detection and Acne Severity Grading Using Smartphone Images and Artificial IntelligenceCode0
A Real-time Edge-AI System for Reef Surveys0
Motion-aware Memory Network for Fast Video Salient Object DetectionCode0
Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions0
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives0
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection0
Pro-tuning: Unified Prompt Tuning for Vision Tasks0
Towards Large-Scale Small Object Detection: Survey and Benchmarks0
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds0
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance0
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations0
Salient Object Detection for Point CloudsCode0
Video object tracking based on YOLOv7 and DeepSORT0
Hybrid Classifiers for Spatio-temporal Real-time Abnormal Behaviors Detection, Tracking, and Recognition in Massive Hajj Crowds0
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments0
Label-Guided Auxiliary Training Improves 3D Object DetectorCode0
Robust Scene Inference under Noise-Blur Dual Corruptions0
Computer Vision Aided mmWave Beam Alignment in V2X CommunicationsCode0
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling0
3D Labeling Tool0
HPS-Det: Dynamic Sample Assignment with Hyper-Parameter Search for Object Detection0
Real Time Object Detection System with YOLO and CNN Models: A ReviewCode0
MobileDenseNet: A new approach to object detection on mobile devicesCode0
Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation0
QueryProp: Object Query Propagation for High-Performance Video Object DetectionCode0
Sequence Models for Drone vs Bird Classification0
R2P: A Deep Learning Model from mmWave Radar to Point Cloud0
StreamYOLO: Real-time Object Detection for Streaming Perception0
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection0
A Novel Neural Network Training Method for Autonomous Driving Using Semi-Pseudo-Labels and 3D Data Augmentations0
EASNet: Searching Elastic and Accurate Network Architecture for Stereo MatchingCode0
Towards Plug'n Play Task-Level Autonomy for Robotics Using POMDPs and Generative Models0
Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation0
Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box0
On the Robustness of 3D Object Detectors0
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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