SOTAVerified

Object Detection

Papers

Showing 98019825 of 10957 papers

TitleStatusHype
A Problem Reduction Approach for Visual Relationships Detection0
Active Learning for Deep Object Detection0
Deep Neural Networks for Pattern Recognition0
Object Detection from Scratch with Deep SupervisionCode0
Semantic and structural image segmentation for prosthetic vision0
Satellite Imagery Multiscale Rapid Detection with Windowed Networks0
Triply Supervised Decoder Networks for Joint Detection and Segmentation0
Real-Time Monocular Object-Model Aware Sparse SLAM0
Artistic Instance-Aware Image Filtering by Convolutional Neural Networks0
Global Weighted Average Pooling Bridges Pixel-level Localization and Image-level Classification0
A Fast and Accurate System for Face Detection, Identification, and Verification0
Sim-to-Real Transfer of Robot Learning with Variable Length Inputs0
Counting the uncountable: deep semantic density estimation from Space0
Evaluating Merging Strategies for Sampling-based Uncertainty Techniques in Object Detection0
Focal Loss in 3D Object DetectionCode0
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis0
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition0
Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network0
An FPGA-Accelerated Design for Deep Learning Pedestrian Detection in Self-Driving Vehicles0
CADP: A Novel Dataset for CCTV Traffic Camera based Accident AnalysisCode0
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM0
Are object detection assessment criteria ready for maritime computer vision?0
Safe Navigation with Human Instructions in Complex Scenes0
Temporal-Spatial Mapping for Action Recognition0
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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