SOTAVerified

Object Detection

Papers

Showing 85518575 of 10957 papers

TitleStatusHype
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection0
Towards Better Performance and More Explainable Uncertainty for 3D Object Detection of Autonomous Vehicles0
Differentiable Rendering: A Survey0
High-Precision Digital Traffic Recording with Multi-LiDAR Infrastructure Sensor Setups0
Semi-Supervised Object Detection with Sparsely Annotated Dataset0
Unsupervised Image Classification for Deep Representation LearningCode0
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning0
Shop The Look: Building a Large Scale Visual Shopping System at Pinterest0
Self-Supervised Representation Learning for Visual Anomaly Detection0
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances0
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review0
Semantic Curiosity for Active Visual Learning0
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes0
Pixel Invisibility: Detecting Objects Invisible in Color Images0
FCOS: A simple and strong anchor-free object detector0
Few-shot Object Detection on Remote Sensing Images0
Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling On-the-Fly for Moving Object Detection0
HRDNet: High-resolution Detection Network for Small Objects0
Explaining Local, Global, And Higher-Order Interactions In Deep LearningCode0
UniT: Unified Knowledge Transfer for Any-shot Object Detection and Segmentation0
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 Technologies0
MultiResolution Attention Extractor for Small Object Detection0
Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks0
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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