SOTAVerified

Object Detection

Papers

Showing 94519500 of 10957 papers

TitleStatusHype
PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras0
Drishtikon: An advanced navigational aid system for visually impaired people0
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms0
Transferable Semi-supervised 3D Object Detection from RGB-D Data0
DirectShape: Direct Photometric Alignment of Shape Priors for Visual Vehicle Pose and Shape Estimation0
Leveraging Orientation for Weakly Supervised Object Detection with Application to Firearm LocalizationCode0
Detecting retail products in situ using CNN without human effort labeling0
Attention Augmented Convolutional NetworksCode0
Data-Driven Neuron Allocation for Scale Aggregation NetworksCode0
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection0
Automated Focal Loss for Image based Object Detection0
Deep Learning Based Automatic Video Annotation Tool for Self-Driving Car0
Salient Object Detection in the Deep Learning Era: An In-Depth SurveyCode0
Salient Object Detection: A Distinctive Feature Integration Model0
Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionCode0
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data0
CornerNet-Lite: Efficient Keypoint Based Object DetectionCode0
Deep Optics for Monocular Depth Estimation and 3D Object Detection0
RepGN:Object Detection with Relational Proposal Graph Network0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
A deep learning based solution for construction equipment detection: from development to deployment0
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning ModelsCode0
2D Car Detection in Radar Data with PointNets0
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object DetectionCode0
Clustered Object Detection in Aerial ImagesCode0
Active Adversarial Domain Adaptation0
Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds0
Fast object detection in compressed JPEG ImagesCode0
DuBox: No-Prior Box Objection Detection via Residual Dual Scale Detectors0
Universal Bounding Box Regression and Its Applications0
SpeechYOLO: Detection and Localization of Speech Objects0
Rethinking Classification and Localization for Object DetectionCode0
EvalNorm: Estimating Batch Normalization Statistics for Evaluation0
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class CentroidsCode0
An Analysis of Pre-Training on Object Detection0
C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object DetectionCode0
Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery0
BAOD: Budget-Aware Object Detection0
Learning to Generate Synthetic Data via Compositing0
CondConv: Conditionally Parameterized Convolutions for Efficient InferenceCode0
Towards Universal Object Detection by Domain AttentionCode0
Prime Sample Attention in Object Detection0
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous DrivingCode0
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the EdgeCode0
Deep Localization of Mixed Image Tampering Techniques0
Adaptive NMS: Refining Pedestrian Detection in a Crowd0
Moving Object Detection under Discontinuous Change in Illumination Using Tensor Low-Rank and Invariant Sparse Decomposition0
What Object Should I Use? - Task Driven Object DetectionCode0
Libra R-CNN: Towards Balanced Learning for Object DetectionCode0
Comparison Network for One-Shot Conditional Object Detection0
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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