SOTAVerified

Object Detection

Papers

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Showing 8551–8600 of 10957 papers

TitleStatusHype
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection—0
Towards Better Performance and More Explainable Uncertainty for 3D Object Detection of Autonomous Vehicles—0
Differentiable Rendering: A Survey—0
High-Precision Digital Traffic Recording with Multi-LiDAR Infrastructure Sensor Setups—0
Semi-Supervised Object Detection with Sparsely Annotated Dataset—0
Unsupervised Image Classification for Deep Representation LearningCode0
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning—0
Shop The Look: Building a Large Scale Visual Shopping System at Pinterest—0
Self-Supervised Representation Learning for Visual Anomaly Detection—0
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances—0
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review—0
Semantic Curiosity for Active Visual Learning—0
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes—0
Pixel Invisibility: Detecting Objects Invisible in Color Images—0
FCOS: A simple and strong anchor-free object detector—0
Few-shot Object Detection on Remote Sensing Images—0
Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling On-the-Fly for Moving Object Detection—0
HRDNet: High-resolution Detection Network for Small Objects—0
Explaining Local, Global, And Higher-Order Interactions In Deep LearningCode0
UniT: Unified Knowledge Transfer for Any-shot Object Detection and Segmentation—0
The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOpsCode0
What makes instance discrimination good for transfer learning?—0
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies—0
MultiResolution Attention Extractor for Small Object Detection—0
Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks—0
MVLidarNet: Real-Time Multi-Class Scene Understanding for Autonomous Driving Using Multiple Views—0
An Embedded Deep Learning Object Detection Model For Traffic In Asian Countries—0
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?—0
Off-the-shelf sensor vs. experimental radar -- How much resolution is necessary in automotive radar classification?—0
Stereo RGB and Deeper LIDAR Based Network for 3D Object Detection—0
Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment—0
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution—0
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection—0
CubifAE-3D: Monocular Camera Space Cubification for Auto-Encoder based 3D Object Detection—0
Efficient Poverty Mapping using Deep Reinforcement Learning—0
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds—0
Towards large-scale, automated, accurate detection of CCTV camera objects using computer vision. Applications and implications for privacy, safety, and cybersecurity. (Preprint)—0
FBNetV3: Joint Architecture-Recipe Search using Predictor PretrainingCode0
DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions—0
Federated Learning in Vehicular Networks—0
Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses—0
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines—0
Joint 3D Instance Segmentation and Object Detection for Autonomous Driving—0
Density-Based Clustering for 3D Object Detection in Point Clouds—0
Fixed-Point Back-Propagation Training—0
Offset Bin Classification Network for Accurate Object Detection—0
Distilling Image Dehazing With Heterogeneous Task ImitationCode0
Don't Even Look Once: Synthesizing Features for Zero-Shot Detection—0
Optimizing Rank-Based Metrics With Blackbox Differentiation—0
A Hierarchical Graph Network for 3D Object Detection on Point Clouds—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified