Most-cited papers on Real world Dataset Validation

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

Validation of accuracy of SVM-based fall detection system using real-world fall and non-fall datasets
2017 · PLoS ONE · Aziz, Omar, Klenk, Jochen, Schwickert, Lars et al.
90 cited
Validation of a machine learning approach to estimate Systemic Lupus Erythematosus Disease Activity Index score categories and application in a real-world dataset
2021 · RMD Open · Alves, Pedro Miguel, Bandaria, Jigar N., Leavy, Michelle B et al.
24 cited
A comprehensive RGB-D dataset for 6D pose estimation for industrial robots pick and place: Creation and real-world validation
2024 · Results in Engineering · Nguyen, Van‐Truong, Do, Cong-Duy, Dang, Thai-Viet et al.
10 cited
MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection
2019 · Bergmann, Paul, Fauser, Michael, Sattlegger, David et al.
1,761 cited
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
2017 · IEEE Transactions on Pattern Analysis and Machine Intelligence · Zhang, Xucong, Sugano, Yusuke, Fritz, Mario et al.
563 cited
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
2020 · Jiang, Liming, Ren, Li, Wu, Wayne et al.
539 cited
The MVTec Anomaly Detection Dataset: A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection
2021 · International Journal of Computer Vision · Bergmann, Paul, Batzner, Kilian, Fauser, Michael et al.
480 cited
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms
2020 · Lecture notes in computer science · Rim, Jaesung, Lee, Haeyun, Won, Jucheol et al.
354 cited
Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset
2011 · Li, Bin, Zhang, Daqing, Sun, Lin et al.
247 cited
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
2018 · He, Wei, Liu, Kai, Liu, Jing et al.
231 cited
DeepSense 6G: A Large-Scale Real-World Multi-Modal Sensing and Communication Dataset
2023 · IEEE Communications Magazine · Alkhateeb, Ahmed, Charan, Gouranga, Osman, Tawfik et al.
211 cited
V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception
2023 · Xu, Runsheng, Xia, Xin, Li, Jinlong et al.
198 cited
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims
2019 · Augenstein, Isabelle, Lioma, Christina, Wang, Dongsheng et al.
191 cited
High-resolution mapping of vehicle emissions of atmospheric pollutants based on large-scale, real-world traffic datasets
2019 · Atmospheric chemistry and physics · Yang, Daoyuan, Zhang, Shaojun, Niu, Tianlin et al.
173 cited
A method for resampling imbalanced datasets in binary classification tasks for real-world problems
2014 · Neurocomputing · Cateni, Silvia, Colla, Valentina, Vannucci, Marco
170 cited
Dehazing Evaluation: Real-World Benchmark Datasets, Criteria, and Baselines
2020 · IEEE Transactions on Image Processing · Zhao, Shiyu, Zhang, Lin, Huang, Shuaiyi et al.
160 cited
Examining Predictors of Real-World User Engagement with Self-Guided eHealth Interventions: Analysis of Mobile Apps and Websites Using a Novel Dataset
2018 · Journal of Medical Internet Research · Baumel, Amit, Kane, John M.
157 cited
Privacy-preserving record linkage on large real world datasets
2013 · Journal of Biomedical Informatics · Randall, Sean, Ferrante, Anna, Boyd, James et al.
138 cited
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering
2019 · Hudson, Drew A., Manning, Christopher D.
132 cited
Activity recognition using semi-Markov models on real world smart home datasets
2010 · Journal of Ambient Intelligence and Smart Environments · Kasteren, T.L.M. van, Englebienne, Gwenn, Kröse, Ben
131 cited
Estimating proportion of days covered (PDC) using real-world online medicine suppliers’ datasets
2021 · Journal of Pharmaceutical Policy and Practice · Prieto‐Merino, David, Mulick, Amy, Armstrong, Craig E. et al.
129 cited
LITNET-2020: An Annotated Real-World Network Flow Dataset for Network Intrusion Detection
2020 · Electronics · Damaševičius, Robertas, Venčkauskas, Algimantas, Grigaliūnas, Šarūnas et al.
127 cited
On the use of real-world datasets for reaction yield prediction
2023 · Chemical Science · Saebi, Mandana, Nan, Bozhao, Herr, John E. et al.
124 cited
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding
2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · Collins, Jasmine, Goel, Shubham, Deng, Kenan et al.
120 cited
TransCG: A Large-Scale Real-World Dataset for Transparent Object Depth Completion and a Grasping Baseline
2022 · IEEE Robotics and Automation Letters · Fang, Hongjie, Fang, Hao-Shu, Xu, Sheng et al.
116 cited
Single Image Super-Resolution Quality Assessment: A Real-World Dataset, Subjective Studies, and an Objective Metric
2022 · IEEE Transactions on Image Processing · Jiang, Qiuping, Liu, Zhentao, Gu, Ke et al.
113 cited
Real World Object Detection Dataset for Quadcopter Unmanned Aerial Vehicle Detection
2020 · IEEE Access · Pawełczyk, Maciej, Wojtyra, Marek
112 cited
The exiD Dataset: A Real-World Trajectory Dataset of Highly Interactive Highway Scenarios in Germany
2022 · 2022 IEEE Intelligent Vehicles Symposium (IV) · Moers, Tobias, Vater, Lennart, Krajewski, Robert et al.
110 cited
Industrial anomaly detection with domain shift: A real-world dataset and masked multi-scale reconstruction
2023 · Computers in Industry · Zhang, Zilong, Zhao, Zhibin, Zhang, Xingwu et al.
105 cited
A repository of real-world datasets for data-driven evolutionary multiobjective optimization
2019 · Complex & Intelligent Systems · He, Cheng, Tian, Ye, Wang, Handing et al.
101 cited

Most-cited papers on Real world Dataset Validation

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