SOTAVerified

Object Detection

Papers

Showing 74017450 of 10957 papers

TitleStatusHype
Anchor Distance for 3D Multi-Object Distance Estimation from 2D Single Shot0
They See Me Rollin': Inherent Vulnerability of the Rolling Shutter in CMOS Image SensorsCode0
A Comprehensive Survey on Hardware-Aware Neural Architecture Search0
Generating Black-Box Adversarial Examples in Sparse Domain0
COLLIDE-PRED: Prediction of On-Road Collision From Surveillance Videos0
Occlusion Handling in Generic Object Detection: A Review0
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning MethodCode1
A two-stage data association approach for 3D Multi-object Tracking0
Class balanced underwater object detection dataset generated by class-wise style augmentation0
Online Active Proposal Set Generation for Weakly Supervised Object Detection0
Video Relation Detection with Trajectory-aware Multi-modal Features0
Simplifying Object Segmentation with PixelLib LibraryCode2
Fooling thermal infrared pedestrian detectors in real world using small bulbs0
Focal and Efficient IOU Loss for Accurate Bounding Box RegressionCode0
Fast Convergence of DETR with Spatially Modulated Co-AttentionCode1
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS0
An Improvement of Object Detection Performance using Multi-step Machine Learnings0
Salient Object Detection via Integrity LearningCode1
Machine learning with limited data0
Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic GraspingCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
Semi-Automatic Annotation For Visual Object TrackingCode0
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
PLUMENet: Efficient 3D Object Detection from Stereo ImagesCode1
Auto4D: Learning to Label 4D Objects from Sequential Point Clouds0
Semi Supervised Deep Quick Instance Detection and Segmentation0
Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images0
Dual-Level Collaborative Transformer for Image CaptioningCode1
Adaptive Remote Sensing Image Attribute Learning for Active Object Detection0
Self-Supervised Representation Learning from Flow Equivariance0
Local Navigation and Docking of an Autonomous Robot Mower using Reinforcement Learning and Computer Vision0
Towards Accurate Camouflaged Object Detection with Mixture Convolution and Interactive Fusion0
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object DetectorsCode1
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images0
Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized LabelsCode1
Mixup Without HesitationCode1
LLA: Loss-aware Label Assignment for Dense Pedestrian DetectionCode1
Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST)0
Tiny Object Detection in Aerial ImagesCode1
Explainable Artificial Intelligence (XAI): An Engineering Perspective0
Channel Boosting Feature Ensemble for Radar-based Object Detection0
Heatmap-based Object Detection and Tracking with a Fully Convolutional Neural NetworkCode1
Are We There Yet? Learning to Localize in Embodied Instruction Following0
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object DetectionCode1
From Black-box to White-box: Examining Confidence Calibration under different Conditions0
Self-Supervised Pretraining of 3D Features on any Point-CloudCode1
Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN0
SA-Det3D: Self-Attention Based Context-Aware 3D Object DetectionCode1
Active learning for object detection in high-resolution satellite images0
Progressive Self-Guided Loss for Salient Object DetectionCode0
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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