SOTAVerified

Object Detection

Papers

Showing 56515700 of 10957 papers

TitleStatusHype
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection0
Automatic dataset generation for specific object detection0
Li3DeTr: A LiDAR based 3D Detection Transformer0
Detecting The Objects on The Road Using Modular Lightweight Network0
A Low Rank Promoting Prior for Unsupervised Contrastive Learning0
LID 2020: The Learning from Imperfect Data Challenge Results0
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection0
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations0
iNAS: Integral NAS for Device-Aware Salient Object Detection0
Lidar based Detection and Classification of Pedestrians and Vehicles Using Machine Learning Methods0
DeepFusion: A Robust and Modular 3D Object Detector for Lidars, Cameras and Radars0
Lidar-based Object Classification with Explicit Occlusion Modeling0
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks0
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving0
LiDAR Cluster First and Camera Inference Later: A New Perspective Towards Autonomous Driving0
Deep Fruit Detection in Orchards0
Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture0
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers0
LiDAR-in-the-Loop Hyperparameter Optimization0
Improvised Salient Object Detection and Manipulation0
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks0
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception0
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network0
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds0
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction0
Memristive Threshold Logic Circuit Design of Fast Moving Object Detection0
ME R-CNN: Multi-Expert R-CNN for Object Detection0
Detection as Regression: Certified Object Detection with Median Smoothing0
Improving Warped Planar Object Detection Network For Automatic License Plate Recognition0
Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers0
Lifting GIS Maps into Strong Geometric Context for Scene Understanding0
Lifting Object Detection Datasets into 3D0
Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions0
LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection0
Deep Fitting Degree Scoring Network for Monocular 3D Object Detection0
Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance0
DeepFH Segmentations for Superpixel-based Object Proposal Refinement0
Automatic Controlling Fish Feeding Machine using Feature Extraction of Nutriment and Ripple Behavior0
Active Learning for Deep Neural Networks on Edge Devices0
Improving Unsupervised Video Object Segmentation via Fake Flow Generation0
Deep Features Analysis with Attention Networks0
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence0
Lightweight compression of neural network feature tensors for collaborative intelligence0
Lightweight Deep Neural Network for Joint Learning of Underwater Object Detection and Color Conversion0
Improving training of deep neural networks via Singular Value Bounding0
Improving the Successful Robotic Grasp Detection Using Convolutional Neural Networks0
Lightweight Jet Reconstruction and Identification as an Object Detection Task0
Deep Feature Pyramid Reconfiguration for Object Detection0
Automatic Construction of Deformable Models In-The-Wild0
Active Learning for Deep Object Detection0
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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