SOTAVerified

Object Detection

Papers

Showing 64016450 of 10957 papers

TitleStatusHype
ReAFFPN: Rotation-equivariant Attention Feature Fusion Pyramid Networks for Aerial Object Detection0
PCGen: Point Cloud Generator for LiDAR Simulation0
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving0
Distilling Object Detectors With Global KnowledgeCode0
Deformably-Scaled Transposed Convolution0
How many radiographs are needed to re-train a deep learning system for object detection?0
CramNet: Camera-Radar Fusion with Ray-Constrained Cross-Attention for Robust 3D Object Detection0
Transformer-based Approach for Document Understanding0
AttTrack: Online Deep Attention Transfer for Multi-object Tracking0
Object-Attentional Untargeted Adversarial Attack0
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining0
CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents0
SAILOR: Scaling Anchors via Insights into Latent Object RepresentationCode0
Application-Driven AI Paradigm for Hand-Held Action Detection0
Dimensionality of datasets in object detection networksCode0
SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds0
Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement0
BoxMask: Revisiting Bounding Box Supervision for Video Object Detection0
Self-supervised video pretraining yields robust and more human-aligned visual representations0
PSNet: Parallel Symmetric Network for Video Salient Object Detection0
A Unified Framework with Meta-dropout for Few-shot Learning0
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning0
Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors0
Deep Fourier Up-SamplingCode0
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative LearningCode0
ARUBA: An Architecture-Agnostic Balanced Loss for Aerial Object Detection0
Fast Hierarchical Learning for Few-Shot Object Detection0
Edge Device Deployment of Multi-Tasking Network for Self-Driving Operations0
Using Detection, Tracking and Prediction in Visual SLAM to Achieve Real-time Semantic Mapping of Dynamic Scenarios0
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds0
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training0
Precise Single-stage Detector0
Does Thermal Really Always Matter for RGB-T Salient Object Detection?Code0
Rethinking the Detection Head Configuration for Traffic Object Detection0
Towards Light Weight Object Detection System0
AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage0
A Review of Uncertainty Calibration in Pretrained Object DetectorsCode0
CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object DetectionCode0
Synthetic Dataset Generation for Privacy-Preserving Machine Learning0
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain LabelsCode0
Transferring dense object detection models to event-based data0
Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection0
Centerpoints Are All You Need in Overhead Imagery0
Bridged Transformer for Vision and Point Cloud 3D Object DetectionCode0
Streaming Video Analytics On The Edge With Asynchronous Cloud Support0
K-means for unsupervised instance segmentation using a self-supervised transformer0
Automated Medical Device Display Reading Using Deep Learning Object Detection0
DFA: Dynamic Feature Aggregation for Efficient Video Object Detection0
A Zero-Shot Claim Detection Framework Using Question Answering0
Pseudo-Label Generation and Various Data Augmentation for Semi-Supervised Hyperspectral Object DetectionCode0
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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