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Weather Forecasting datasets

archive 2025-07-28

16 datasets carry the task tag "Weather Forecasting" (the task itself: Weather Forecasting), ordered by the archive's paper count. Page 1 of 1: 16 shown of 16. 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 52Weather Forecasting 16

Weather Forecasting datasets 1–16 of 16

nuScenes
The nuScenes dataset is a large-scale autonomous driving dataset.
Images3DPoint cloudTrackingLiDARObject DetectionInstance Segmentation3D Object DetectionSemi-Supervised Semantic SegmentationTrajectory Prediction3D Semantic Segmentation+13 tasks
2,139 papers · 21 benchmarks
A2D2 (Audi Autonomous Driving Dataset)
Audi Autonomous Driving Dataset (A2D2) consists of simultaneously recorded images and 3D point clouds, together with 3D bounding boxes, semantic segmentation, instance segmentation, and data extracted from the automotive bus.
VideosWeather Forecasting
75 papers · 0 benchmarks
Shifts
The Shifts Dataset is a dataset for evaluation of uncertainty estimates and robustness to distributional shift.
TextsTime seriesMachine TranslationWeather ForecastingSelf-Driving Cars
55 papers · 1 benchmark
SEVIR (Storm EVent ImagRy)
SEVIR is an annotated, curated and spatio-temporally aligned dataset containing over 10,000 weather events that each consist of 384 km x 384 km image sequences spanning 4 hours of time.
ImagesWeather ForecastingPrecipitation Forecasting
33 papers · 2 benchmarks
Oxford Radar RobotCar Dataset
The Oxford Radar RobotCar Dataset is a radar extension to The Oxford RobotCar Dataset.
Videoslidar absolute pose regressionWeather ForecastingVisual LocalizationTranslationRadar odometry
28 papers · 4 benchmarks
ExtremeWeather
Encourages machine learning research in this area and to help facilitate further work in understanding and mitigating the effects of climate change.
Anomaly DetectionMeta-LearningWeather Forecasting
21 papers · 0 benchmarks
WeatherBench
A benchmark dataset for data-driven medium-range weather forecasting, a topic of high scientific interest for atmospheric and computer scientists alike.
Weather Forecasting
13 papers · 0 benchmarks
NOAA Atmospheric Temperature Dataset
This dataset contains meteorological observations (temperature) at the land-based weather stations located in the United States, collected from the Online Climate Data Directory of the National Oceanic and Atmospheric Administration (NOAA).
Weather Forecasting
7 papers · 1 benchmark
Weather2K
A multivariate spatio-temporal benchmark dataset for meteorological forecasting based on real-time observation data from ground weather stations.
EnvironmentTime seriesTime Series ForecastingWeather ForecastingSpatio-Temporal Forecasting
7 papers · 16 benchmarks
GFF (Global Flood Forecasting)
Floods are among the most common and devastating natural hazards, imposing immense costs on our society and economy due to their disastrous consequences.
ImagesTime seriesSemantic SegmentationChange DetectionWeather ForecastingFlood extent forecasting
6 papers · 1 benchmark
IowaRain
IowaRain is a dataset of rainfall events for the state of Iowa (2016-2019) acquired from the National Weather Service Next Generation Weather Radar (NEXRAD) system and processed by a quantitative precipitation estimation system.
Time seriesWeather Forecasting
5 papers · 0 benchmarks
Extreme Events > Natural Disasters > Hurricane (Tourism > Finance > Sales Revenue)
A new spatio-temporal benchmark dataset (Hurricane), is suited for forecasting during extreme events and anomalies.
TabularTime seriesTime Series AnalysisTime Series ForecastingWeather ForecastingUnivariate Time Series ForecastingTime Series PredictionHurricane Forecasting+1 tasks
3 papers · 1 benchmark
CloudCast (CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds)
A satellite-based dataset called "CloudCast".
Video PredictionOptical Flow EstimationWeather Forecasting
1 paper · 0 benchmarks
Narvik Road Dataset (DIT4BEARs Smart Road Dataset)
DIT4BEARs Internship Project (at UiT-The Arctic University of Norway) Dataset The dataset contains data of 5 months including weather conditions, friction coefficient, distance traveled, wind speed, surface temperature, air temperature,…
TextsTime Series ForecastingWeather Forecasting
1 paper · 0 benchmarks
Replication Data for: Online Learning with Optimism and Delay
The model forecasts for the sub-seasonal forecasting application considered in the Online Learning under Optimism and Delay paper experiments.
Weather ForecastingEnsemble Learning
1 paper · 0 benchmarks
Tornet (Tornado Network)
The Tornado Network (TorNet) dataset is a large, high-resolution benchmark dataset developed to support machine learning research in tornado detection and prediction.
ImagesClassificationWeather ForecastingSegmentation
0 papers · 0 benchmarks

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.