SOTAVerified

Object Detection

Papers

Showing 19011925 of 10957 papers

TitleStatusHype
Adaptive Guidance Learning for Camouflaged Object DetectionCode0
PVTransformer: Point-to-Voxel Transformer for Scalable 3D Object Detection0
A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection)0
PointCompress3D: A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems0
SOAR: Advancements in Small Body Object Detection for Aerial Imagery Using State Space Models and Programmable Gradients0
Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object DetectionCode0
Towards Consistent Object Detection via LiDAR-Camera SynergyCode1
Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs)Code0
UniFS: Universal Few-shot Instance Perception with Point RepresentationsCode1
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World0
Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning0
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object DetectionCode0
Masked Multi-Query Slot Attention for Unsupervised Object DiscoveryCode0
Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation0
Efficient Meta-Learning Enabled Lightweight Multiscale Few-Shot Object Detection in Remote Sensing Images0
Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge0
MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object DetectionCode1
SeePerSea: Multi-modal Perception Dataset of In-water Objects for Autonomous Surface Vehicles0
CoSense3D: an Agent-based Efficient Learning Framework for Collective PerceptionCode1
RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation0
FAD-SAR: A Novel Fishing Activity Detection System via Synthetic Aperture Radar Images Based on Deep Learning Method0
BoostRad: Enhancing Object Detection by Boosting Radar Reflections0
Reliable Student: Addressing Noise in Semi-Supervised 3D Object DetectionCode1
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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