SOTAVerified

Object Detection

Papers

Showing 58265850 of 10957 papers

TitleStatusHype
Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection0
MULLER: Multilayer Laplacian Resizer for VisionCode0
Mutual Interference Mitigation for MIMO-FMCW Automotive Radar0
Patch-aware Batch Normalization for Improving Cross-domain Robustness0
Continual Detection Transformer for Incremental Object Detection0
Training Strategies for Vision Transformers for Object Detection0
Semantic Validation in Structure from MotionCode0
DPPD: Deformable Polar Polygon Object Detection0
Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning0
A real-time algorithm for human action recognition in RGB and thermal video0
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift0
Adaptive Ensemble Learning: Boosting Model Performance through Intelligent Feature Fusion in Deep Neural Networks0
LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene GenerationCode0
Learning to Name Classes for Vision and Language Models0
Spot-the-Camel: Computer Vision for Safer Roads0
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features0
VGTS: Visually Guided Text Spotting for Novel Categories in Historical Manuscripts0
Monocular 3D Object Detection with Bounding Box Denoising in 3D by Perceiver0
DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving0
Unsupervised Cross-domain Pulmonary Nodule Detection without Source DataCode0
Personalized Federated Learning with Local Attention0
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS0
Mask Hierarchical Features For Self-Supervised Learning0
Context-Aware Block Net for Small Object Detection0
Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding0
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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