SOTAVerified

Object Detection

Papers

Showing 21762200 of 10957 papers

TitleStatusHype
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation LearningCode2
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics0
A Multimodal Fusion Network For Student Emotion Recognition Based on Transformer and Tensor Product0
Improved YOLOv5 Based on Attention Mechanism and FasterNet for Foreign Object Detection on Railway and Airway tracks0
ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense PredictionsCode3
Aedes aegypti Egg Counting with Neural Networks for Object Detection0
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection0
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution0
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection0
Eliminating Cross-modal Conflicts in BEV Space for LiDAR-Camera 3D Object DetectionCode0
Adaptive Bounding Box Uncertainties via Two-Step Conformal PredictionCode1
JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection0
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions0
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules0
LISO: Lidar-only Self-Supervised 3D Object DetectionCode2
Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation StrategiesCode0
Genetic Learning for Designing Sim-to-Real Data AugmentationsCode0
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings0
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations0
Cross-domain and Cross-dimension Learning for Image-to-Graph TransformersCode0
Fine-Grained Pillar Feature Encoding Via Spatio-Temporal Virtual Grid for 3D Object DetectionCode1
Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion HeadCode5
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object DetectionCode4
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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