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General ML benchmarks, tabular data, AutoML, recommendation systems, anomaly detection, evaluation suites
192,931 datasets
A one-off publication of Bristol City Council's existing waste collection contracts, required by the Local Government Transparency Code 2014. The data is published by Bristol City Council and is available in CSV and HTML formats. Quarterly updates are available from a separate Bristol City Council Contracts and Tenders dataset.
Three real-world energy datasets were used to evaluate a novel forecasting model called DG-LSTM-SA. Guoqiang Sun published these data statistics on figshare in June 2026. The datasets likely contain time-series records of power generation and load demand.
Hyperparameters for ten baseline models evaluated in a study proposing a DG-LSTM-SA network for power generation and load demand forecasting. The dataset, authored by Guoqiang Sun and uploaded to figshare, is a 5.5 KB Excel file last updated on June 3, 2026. The models were tested on three real-world energy datasets: NEPOOL, Yichang, and Solar-Energy.
Hyperparameters for the DG-LSTM-SA model, a Deep Gated Long Short-Term Memory network with Self-Attention designed for power generation and load demand forecasting. The model was evaluated on three real-world energy datasets (NEPOOL, Yichang, and Solar-Energy) and outperformed ten baseline models. The dataset was authored by Guoqiang Sun and last updated on June 3, 2026.
99 historical aerial images from Austria and Germany, captured between 1943 and 1945, form the core of this dataset. It provides annotations for impact craters and includes three versions: raw originals, and two derived datasets of 960×960 patches formatted for machine learning evaluation. The data is intended as a benchmark for computer vision tasks like object detection in historical geospatial imagery.
Australia's marine estate, the third largest globally, is the focus of this scoping study exploring new monitoring approaches. The project, managed by the NESP Marine and Coastal Hub, conducted workshops and engagement processes in 2021-2022 to integrate citizen science and community monitoring. Outputs include a final report with policy recommendations and a case study on the Great Reef Census.
Benchmarking results from January, July, August, and November 2020 for serverless computing platforms. The dataset supports the paper 'SeBS: A Serverless Benchmark Suite for Function-as-a-Service Computing' from ACM/IFIP Middleware 2021. It includes source code, analysis scripts, and Docker images for experiment replication.
1972–2019 temporal coverage for marine-terminating glacier terminus positions in Greenland. The dataset combines manually traced terminus lines (TermPicks) with an automated deep learning extraction (CALFIN), providing a century-scale record for studying glacier retreat. It includes shapefiles for terminus traces and IDs, CSV files for centerline retreat calculations, and a KMZ file for visualizing Landsat coverage.
Source data, models, and scripts for reproducing results from the paper 'Predicting molecular dipole moments by combining atomic partial charges and atomic dipoles'. The model combines symmetry-adapted Gaussian process regression for atomic dipoles with scalar GPR for atomic partial charges. The dataset was created by Max Veit at École Polytechnique Fédérale de Lausanne to accompany the arXiv preprint 2003.12437.
geoBoundaries provides standardized, open-license political boundaries for every country globally. This dataset contains Cuba's national (ADM0), first-level (ADM1), and second-level (ADM2) administrative divisions. The geoBoundaries Global Database has been produced and maintained since 2017.
An overview of the uses of per- and polyfluoroalkyl substances (PFAS) from Glüge et al (2020) DOI: 10.1039/D0EM00291G. The dataset includes original ESI files, unique structural information, and mapping files to InChIKey and DTXSID identifiers. Juliane Glüge of ETH Zurich authored the original research.
Brisbane City Council provides an approximation of wildfire history within its local government area. The data was collated from historical documents in 2016 and is collected annually thereafter, serving as a planning tool for future planned burns. Information about bushfires is available on the Brisbane City Council website.
Brisbane City Council provides the approximate geographic extent of planned burns carried out within its local government area from 2003 onward. The data is collected after burns are completed and serves as a planning tool for future hazard reduction activities. Further information is available on the council's website and the dataset's resources section.
Seagrass meadows within the Gold Coast Broadwater were mapped using high-resolution 2005 orthorectified color aerial photography at a scale of 1:10,000. Polygons were drawn over potential seagrass meadows at a 1:5000 scale using desktop GIS software, with spatial accuracy estimated at approximately ±1 to ±2 meters. The dataset is provided by the Australian Ocean Data Network and was last updated in July 2026.
A systematic review and meta-analysis of 13 studies evaluating machine learning models for predicting severe Mycoplasma pneumoniae pneumonia in Chinese children. The dataset, authored by Juan Cao and published on figshare in June 2026, synthesizes model performance metrics and methodological characteristics. Reported model discrimination, measured by the area under the receiver operating characteristic curve, ranged from 0.81 to 0.90.
13 studies were included in a systematic review evaluating machine learning models for predicting severe Mycoplasma pneumoniae pneumonia in Chinese children. The review, authored by Juan Cao and published on figshare in June 2026, synthesized performance metrics and methodological characteristics from literature up to November 2025. It reports model AUC values ranging from 0.81 to 0.90.
983 individually interpreted satellite images form the UKCS Seeps Database, providing between 10x and 20x temporal coverage, with 20x coverage for most of the North Sea. The North Sea Transition Authority purchased CGG's NPA Satellite Mapping database for publication. The data was last updated on 2026-06-18.
Casualty data for persons in Gaza, compiled by the United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA). The dataset is available in XLSX format and was last updated on July 9, 2026. It is shared under a CC-BY-4.0 license.
AGDC Time Series Video illustrates coastal change at the Murray Mouth and Lower Lakes in South Australia. It uses 104 Landsat observations from the Australian Geoscience Data Cube. The video was produced to support Project C3 of the Marine Biodiversity Hub NESP programme.
A time series video illustrates coastal change at the southern end of Stradbroke Island, Queensland, Australia. It was created using 118 Landsat observations from the Australian Geoscience Data Cube between 1987 and 2016 to support Project C3 of the Marine Biodiversity Hub NESP programme 2015/2016. The dataset is hosted by the Australian Ocean Data Network on data.gov.au.