SOTAVerified

Object Detection

Papers

Showing 60516075 of 10957 papers

TitleStatusHype
Deep Active Learning for Object Detection with Mixture Density Networks0
Improving Buoy Detection with Deep Transfer Learning for Mussel Farm Automation0
Automated Multi-Process CTC Detection using Deep Learning0
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks0
MetricOpt: Learning to Optimize Black-Box Evaluation Metrics0
Aligning Models with Their Realization through Model-based Systems Engineering0
MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset0
Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving0
epBRM: Improving a Quality of 3D Object Detection using End Point Box Regression Module0
Deep Active Learning: A Reality Check0
Improving Apple Object Detection with Occlusion-Enhanced Distillation0
Improving 6D Pose Estimation of Objects in Clutter via Physics-aware Monte Carlo Tree Search0
DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks0
MFPN: A Novel Mixture Feature Pyramid Network of Multiple Architectures for Object Detection0
Automated Multimodal Data Annotation via Calibration With Indoor Positioning System0
Active Deformable Part Models0
MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images0
Improving 3D Object Detection through Progressive Population Based Augmentation0
microYOLO: Towards Single-Shot Object Detection on Microcontrollers0
Middle-level Fusion for Lightweight RGB-D Salient Object Detection0
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving0
Mid-level Elements for Object Detection0
Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation0
Mid-level Representation for Visual Recognition0
Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image0
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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