Cover Image

BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Emami, Patrick, Sahu, Abhijeet, Graf, Peter
Format:	Preprint
Published:	2023
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hourly Short Term Load Forecasting for Residential Buildings and Energy Communities
by: Kychkin, Aleksei, et al.
Published: (2025)

Three Pathways to Neurosymbolic Reinforcement Learning with Interpretable Model and Policy Networks
by: Graf, Peter, et al.
Published: (2024)

BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics
by: Prabowo, Arian, et al.
Published: (2024)

Interpretable Short-Term Load Forecasting via Multi-Scale Temporal Decomposition
by: Jiang, Yuqi, et al.
Published: (2024)

A Lightweight Multi-View Approach to Short-Term Load Forecasting
by: Guité-Vinet, Julien, et al.
Published: (2026)

CrediBench: Building Web-Scale Network Datasets for Information Integrity
by: Kondrup, Emma, et al.
Published: (2025)

OceanForecastBench: A Benchmark Dataset for Data-Driven Global Ocean Forecasting
by: Jia, Haoming, et al.
Published: (2025)

Short-Term Electricity-Load Forecasting by Deep Learning: A Comprehensive Survey
by: Dong, Qi, et al.
Published: (2024)

Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Research
by: Ou, Zhenhui, et al.
Published: (2025)

Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
by: Hakyemez, Tugrul Cabir, et al.
Published: (2024)

QCircuitBench: A Large-Scale Dataset for Benchmarking Quantum Algorithm Design
by: Yang, Rui, et al.
Published: (2024)

Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers
by: Danish, Muhammad Umair, et al.
Published: (2025)

EpiCastBench: Datasets and Benchmarks for Multivariate Epidemic Forecasting
by: Panja, Madhurima, et al.
Published: (2026)

BuilderBench: The Building Blocks of Intelligent Agents
by: Ghugare, Raj, et al.
Published: (2025)

Virtual Fashion Photo-Shoots: Building a Large-Scale Garment-Lookbook Dataset
by: Hauri, Yannick, et al.
Published: (2025)

Stacking for Probabilistic Short-term Load Forecasting
by: Dudek, Grzegorz
Published: (2024)

Globalization for Scalable Short-term Load Forecasting
by: Ahmadi, Amirhossein, et al.
Published: (2025)

BuildSTG: A Multi-building Energy Load Forecasting Method using Spatio-Temporal Graph Neural Network
by: Liu, Yongzheng, et al.
Published: (2025)

Towards Accurate Forecasting of Renewable Energy : Building Datasets and Benchmarking Machine Learning Models for Solar and Wind Power in France
by: Lindas, Eloi, et al.
Published: (2025)

Amelia: A Large Dataset and Benchmark for Airport Surface Movement Forecasting
by: Navarro, Ingrid, et al.
Published: (2024)

RamanBench: A Large-Scale Benchmark for Machine Learning on Raman Spectroscopy
by: Koddenbrock, Mario, et al.
Published: (2026)

Bench to the Future: A Pastcasting Benchmark for Forecasting Agents
by: FutureSearch, et al.
Published: (2025)

GCA-BULF: A Bottom-Up Framework for Short-Term Load Forecasting Using Grouped Critical Appliances
by: Yao, Yunhao, et al.
Published: (2026)

Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand
by: Smyl, Slawek, et al.
Published: (2024)

Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting
by: Dong, Yi, et al.
Published: (2024)

LLP-Bench: A Large Scale Tabular Benchmark for Learning from Label Proportions
by: Brahmbhatt, Anand, et al.
Published: (2023)

RelBench v2: A Large-Scale Benchmark and Repository for Relational Data
by: Gu, Justin, et al.
Published: (2026)

ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities
by: Karger, Ezra, et al.
Published: (2024)

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
by: Lyu, Bohan, et al.
Published: (2026)

Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community Challenge
by: Dionelis, Nikolaos, et al.
Published: (2025)

Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos
by: Özalp, Elise, et al.
Published: (2023)

Short-Term Solar Irradiance Forecasting Under Data Transmission Constraints
by: Hammond, Joshua Edward, et al.
Published: (2024)

BuildingBRep-11K: Precise Multi-Storey B-Rep Building Solids with Rich Layout Metadata
by: Guo, Yu, et al.
Published: (2025)

Building Better Datasets: Seven Recommendations for Responsible Design from Dataset Creators
by: Orr, Will, et al.
Published: (2024)

Transfer Learning on Transformers for Building Energy Consumption Forecasting -- A Comparative Study
by: Spencer, Robert, et al.
Published: (2024)

Load Forecasting on A Highly Sparse Electrical Load Dataset Using Gaussian Interpolation
by: Biswas, Chinmoy, et al.
Published: (2025)

Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings
by: Adamov, Simon, et al.
Published: (2025)

QuitoBench: A High-Quality Open Time Series Forecasting Benchmark
by: Xue, Siqiao, et al.
Published: (2026)

Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting
by: Misba, Walid Al, et al.
Published: (2023)

Probabilistic Forecasting for Building Energy Systems using Time-Series Foundation Models
by: Park, Young Jin, et al.
Published: (2025)