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Multivariate Time Series Imputation datasets

archive 2025-07-28

8 datasets carry the task tag "Multivariate Time Series Imputation" (the task itself: Multivariate Time Series Imputation), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Multivariate Time Series Imputation 8

Multivariate Time Series Imputation datasets 1–8 of 8

MuJoCo
MuJoCo (multi-joint dynamics with contact) is a physics engine used to implement environments to benchmark Reinforcement Learning methods.
EnvironmentMultivariate Time Series ForecastingMultivariate Time Series ImputationMuJoCoReinforcement Learning
1,638 papers · 2 benchmarks
UCI Machine Learning Repository
UCI Machine Learning Repository is a collection of over 550 datasets.
Time Series ClassificationDensity EstimationCore set discoveryMultivariate Time Series ImputationSynthetic Data GenerationGaussian Processes
56 papers · 9 benchmarks
METR-LA
METR-LA is a dataset for traffic prediction.
Time seriesTime Series ForecastingMultivariate Time Series ForecastingTraffic PredictionMultivariate Time Series ImputationCorrelated Time Series Forecasting
36 papers · 3 benchmarks
Electricity (Individual household electric power consumption Data Set)
Abstract: Measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years.
Time seriesTime Series AnalysisMultivariate Time Series ForecastingGLinearCore set discoveryMultivariate Time Series ImputationCorrelated Time Series Forecasting+1 tasks
32 papers · 6 benchmarks
PhysioNet Challenge 2012
The PhysioNet Challenge 2012 dataset is publicly available and contains the de-identified records of 8000 patients in Intensive Care Units (ICU).
ImagesMedicalTime Series AnalysisTime Series ClassificationMultivariate Time Series ForecastingImputationMultivariate Time Series Imputation
23 papers · 5 benchmarks
Beijing Multi-Site Air-Quality Dataset
This data set includes hourly air pollutants data from 12 nationally-controlled air-quality monitoring sites.
Multivariate Time Series Imputation
11 papers · 1 benchmark
METR-LA Point Missing
The original dataset from Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting contains traffic readings collected from 207 loop detectors on highways in Los Angeles County, aggregated in 5 minutes intervals…
Time seriesImputationMultivariate Time Series ImputationTraffic Data Imputation
3 papers · 1 benchmark
PEMS-BAY Point Missing
The original dataset from Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting contains 6 months of traffic readings from 01/01/2017 to 05/31/2017 collected every 5 minutes by 325 traffic sensors in San…
Time seriesImputationMultivariate Time Series ImputationTraffic Data Imputation
3 papers · 1 benchmark

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.