SOTAVerified

Object Detection

Papers

Showing 57015750 of 10957 papers

TitleStatusHype
Bright Channel Prior Attention for Multispectral Pedestrian Detection0
Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail Data0
A bioinspired three-stage model for camouflaged object detectionCode0
nnDetection for Intracranial Aneurysms Detection and LocalizationCode0
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection0
TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers0
PanoContext-Former: Panoramic Total Scene Understanding with a Transformer0
YOLOv3 with Spatial Pyramid Pooling for Object Detection with Unmanned Aerial VehiclesCode0
ViDaS Video Depth-aware Saliency Network0
RGB-D And Thermal Sensor Fusion: A Systematic Literature Review0
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional SettingsCode0
Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend0
Evaluation Metrics for DNNs Compression0
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes0
Selecting Learnable Training Samples is All DETRs Need in Crowded Pedestrian Detection0
Boosting Local Spectro-Temporal Features for Speech Analysis0
A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection0
Mobile User Interface Element Detection Via Adaptively Prompt TuningCode0
Semi-Supervised Object Detection for Sorghum Panicles in UAV Imagery0
Improved Type III solar radio burst detection using congruent deep learning models0
Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation0
aUToLights: A Robust Multi-Camera Traffic Light Detection and Tracking System0
Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection0
SCRNet: a Retinex Structure-based Low-light Enhancement Model Guided by Spatial Consistency0
ROI-based Deep Image Compression with Swin Transformers0
Dish detection in food platters: A framework for automated diet logging and nutrition management0
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving0
SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous DrivingCode0
DeepSTEP -- Deep Learning-Based Spatio-Temporal End-To-End Perception for Autonomous Vehicles0
Towards a Better Understanding of the Computer Vision Research Community in Africa0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection0
Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model0
High-throughput Cotton Phenotyping Big Data Pipeline Lambda Architecture Computer Vision Deep Neural Networks0
Guided Focal Stack Refinement Network for Light Field Salient Object Detection0
SegGPT Meets Co-Saliency Scene0
Robust Traffic Light Detection Using Salience-Sensitive Loss: Computational Framework and Evaluations0
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive FieldsCode0
YOLOCS: Object Detection based on Dense Channel Compression for Feature Spatial Solidification0
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models0
Semantic Segmentation using Vision Transformers: A survey0
GAANet: Ghost Auto Anchor Network for Detecting Varying Size Drones in DarkCode0
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
Revisiting Table Detection Datasets for Visually Rich Documents0
OSDaR23: Open Sensor Data for Rail 20230
Illicit item detection in X-ray images for security applications0
Attention Based Feature Fusion For Multi-Agent Collaborative Perception0
Refined Response Distillation for Class-Incremental Player DetectionCode0
The MCC approaches the geometric mean of precision and recall as true negatives approach infinity0
TransCAR: Transformer-based Camera-And-Radar Fusion for 3D Object Detection0
A Simulation-Augmented Benchmarking Framework for Automatic RSO Streak Detection in Single-Frame Space Images0
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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