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UCI Machine Learning Repository

Introduced by Jan N. van Rijn et al. in Endgame Analysis of Dou Shou Qi archive 2025-07-28

UCI Machine Learning Repository is a collection of over 550 datasets.

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 9 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Density Estimation UCI POWER nMDMA Log-likelihood 1.78 Marginalizable Density Models dargilboa/mdma 6 Compare
Density Estimation UCI GAS B-NAF Log-likelihood 12.06 Block Neural Autoregressive Flow nicola-decao/BNAF +3 5 Compare
Density Estimation UCI HEPMASS FFJORD Log-likelihood -14.92 FFJORD: Free-form Continuous Dynamics for Scalable... rtqichen/ffjord +6 5 Compare
Density Estimation UCI MINIBOONE DDE Log-likelihood -6.94 Learning Generative Models using Denoising Density Estimators logchan/dde +1 5 Compare
Multivariate Time Series Imputation UCI localization data BRITS MAE (10% missing) 0.219 BRITS: Bidirectional Recurrent Imputation for Time Series WenjieDu/PyPOTS +4 5 Compare
Synthetic Data Generation UCI Epileptic Seizure Recognition corGAN AUROC 0.92 CorGAN: Correlation-Capturing Convolutional Generative... astorfi/cor-gan 2 Compare
Core set discovery UCI GAS EvoCore F1(10-fold) 94.6 Uncovering Coresets for Classification With... pietrobarbiero/meco 1 Compare
Gaussian Processes UCI POWER ICKy, periodic Root mean square error (RMSE) 0.033 Incorporating Prior Knowledge into Neural Networks... jzy95310/ick 1 Compare
Time Series Classification UCI Epileptic Seizure Recognition TSEM Accuracy 0.891 TSEM: Temporally Weighted Spatiotemporal Explainable... a11to1n3/tsem 1 Compare

Papers archive 2025-07-28

16 shown of 16 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 56. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise 1 4 13 Mar 2024 not harvested
TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series 1 1 25 May 2022 not harvested
Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel 1 1 15 May 2022 not harvested
Marginalizable Density Models 1 1 8 Jun 2021 not harvested
Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms 1 1 20 Feb 2020 not harvested
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records 1 1 25 Jan 2020 not harvested
Learning Generative Models using Denoising Density Estimators 2 4 8 Jan 2020 not harvested
PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees 1 1 1 May 2019 not harvested
Block Neural Autoregressive Flow 4 4 9 Apr 2019 ran 2 of 4 samples (2 unverified)
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models 7 4 2 Oct 2018 ran 4 of 5 samples (1 unverified)
BRITS: Bidirectional Recurrent Imputation for Time Series 5 1 27 May 2018 ran 2 of 4 samples (2 unverified)
Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks 3 1 23 Nov 2017 not harvested
imputeTS: Time Series Missing Value Imputation in R 1 1 1 Jun 2017 not harvested
Masked Autoregressive Flow for Density Estimation 21 3 19 May 2017 ran 22 of 28 samples (6 unverified; 9 pointer-only for licence)
MADE: Masked Autoencoder for Distribution Estimation 18 1 12 Feb 2015 ran 5 of 9 samples (4 unverified; 1 pointer-only for licence)
Multiple imputation using chained equations: issues and guidance for practice 1 1 30 Nov 2010 not harvested

Dataset loaders archive 2025-07-28

WenjieDu/TSDB

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Time Series ClassificationDensity EstimationCore set discoveryMultivariate Time Series ImputationSynthetic Data GenerationGaussian Processes

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • UCI localization data
  • UCI Epileptic Seizure Recognition
  • UCI POWER
  • UCI GAS
  • UCI HEPMASS
  • UCI MINIBOONE
  • UCI Machine Learning Repository

7 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections