SOTAVerified

Object Detection

Papers

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Showing 4651–4700 of 10957 papers

TitleStatusHype
Advanced Knowledge Extraction of Physical Design Drawings, Translation and conversion to CAD formats using Deep Learning—0
Self-supervised co-salient object detection via feature correspondence at multiple scalesCode0
V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions—0
Intelligent Railroad Grade Crossing: Leveraging Semantic Segmentation and Object Detection for Enhanced Safety—0
GRA: Detecting Oriented Objects through Group-wise Rotating and Attention—0
FishNet: Deep Neural Networks for Low-Cost Fish Stock Estimation—0
Detection of Fast-Moving Objects with Neuromorphic Hardware—0
Cannabis Seed Variant Detection using Faster R-CNN—0
SparseFusion: Efficient Sparse Multi-Modal Fusion Framework for Long-Range 3D Perception—0
CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network—0
A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention—0
PoIFusion: Multi-Modal 3D Object Detection via Fusion at Points of Interest—0
Improving Distant 3D Object Detection Using 2D Box Supervision—0
D-YOLO a robust framework for object detection in adverse weather conditions—0
Open-Vocabulary Object Detection with Meta Prompt Representation and Instance Contrastive Optimization—0
SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph—0
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object DetectorsCode0
Griffon v2: Advancing Multimodal Perception with High-Resolution Scaling and Visual-Language Co-Referring—0
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics—0
CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow—0
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks—0
A Multimodal Fusion Network For Student Emotion Recognition Based on Transformer and Tensor Product—0
Improved YOLOv5 Based on Attention Mechanism and FasterNet for Foreign Object Detection on Railway and Airway tracks—0
FogGuard: guarding YOLO against fog using perceptual lossCode0
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection—0
Aedes aegypti Egg Counting with Neural Networks for Object Detection—0
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution—0
Eliminating Cross-modal Conflicts in BEV Space for LiDAR-Camera 3D Object DetectionCode0
JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection—0
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference—0
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions—0
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection—0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules—0
Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation StrategiesCode0
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings—0
Cross-domain and Cross-dimension Learning for Image-to-Graph TransformersCode0
Genetic Learning for Designing Sim-to-Real Data AugmentationsCode0
Out-of-distribution Partial Label Learning—0
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations—0
Transformer based Multitask Learning for Image Captioning and Object Detection—0
Cross-Cluster Shifting for Efficient and Effective 3D Object Detection in Autonomous Driving—0
Reframe Anything: LLM Agent for Open World Video Reframing—0
Improving the Successful Robotic Grasp Detection Using Convolutional Neural Networks—0
EVD4UAV: An Altitude-Sensitive Benchmark to Evade Vehicle Detection in UAVCode0
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on Curves—0
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model—0
ActFormer: Scalable Collaborative Perception via Active Queries—0
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition—0
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers—0
Möbius Transform for Mitigating Perspective Distortions in Representation Learning—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified