SOTAVerified

Object Detection

Papers

Showing 85018550 of 10957 papers

TitleStatusHype
End-to-End Multi-Object Tracking with Global Response Map0
Location-Aware Box Reasoning for Anchor-Based Single-Shot Object Detection0
Learning to associate detections for real-time multiple object tracking0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery0
VINNAS: Variational Inference-based Neural Network Architecture Search0
Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic CamerasCode0
Efficient resource management in UAVs for Visual Assistance0
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection0
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques0
Cloud Detection through Wavelet Transforms in Machine Learning and Deep Learning0
Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset0
Building Robust Industrial Applicable Object Detection Models Using Transfer Learning and Single Pass Deep Learning Architectures0
A Quick Review on Recent Trends in 3D Point Cloud Data Compression Techniques and the Challenges of Direct Processing in 3D Compressed Domain0
NASGEM: Neural Architecture Search via Graph Embedding Method0
Robust Processing-In-Memory Neural Networks via Noise-Aware Normalization0
Unsupervised object-centric video generation and decomposition in 3DCode0
Deep Learning for Apple Diseases: Classification and Identification0
Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection0
A Systematic Evaluation of Object Detection Networks for Scientific Plots0
Local Grid Rendering Networks for 3D Object Detection in Point Clouds0
Efficient and accurate object detection with simultaneous classification and trackingCode0
Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN0
Selecting Regions of Interest in Large Multi-Scale Images for Cancer Pathology0
Deep Learning Models for Visual Inspection on Automotive Assembling Line0
Iterative Bounding Box Annotation for Object Detection0
Optimisation of the PointPillars network for 3D object detection in point clouds0
Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture0
Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNetCode0
TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric0
Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector0
FathomNet: An underwater image training database for ocean exploration and discovery0
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques0
Boosting Deep Neural Networks with Geometrical Prior Knowledge: A Survey0
ITSELF: Iterative Saliency Estimation fLexible Framework0
A Benchmark dataset for both underwater image enhancement and underwater object detection0
DHARI Report to EPIC-Kitchens 2020 Object Detection Challenge0
2nd Place Solution for Waymo Open Dataset Challenge -- 2D Object Detection0
Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition under Occlusion0
Localization Uncertainty Estimation for Anchor-Free Object Detection0
A Survey on Instance Segmentation: State of the art0
1st Place Solution for Waymo Open Dataset Challenge -- 3D Detection and Domain Adaptation0
Domain Contrast for Domain Adaptive Object Detection0
Conditional Set Generation with TransformersCode0
Cross-Supervised Object Detection0
Expandable YOLO: 3D Object Detection from RGB-D Images0
Road obstacles positional and dynamic features extraction combining object detection, stereo disparity maps and optical flow data0
Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network0
BOUNDARY REGULARIZED BUILDING FOOTPRINT EXTRACTION FROM SATELLITE IMAGES USING DEEP NEURAL NETWORKS0
Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time0
Adversarial Robustness of Deep Sensor Fusion Models0
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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