The COVID-19 Forecast Hub Community

All data scientists and research teams with models that predict the course of the COVID-19 pandemic are welcome to submit their models to the COVID-19 Forecast Hub. Below are the models that have contributed to the Hub.

Los Alamos National Labs

The LANL-GrowthRate model has 120 submitted forecasts.
Most recent forecast on Thursday, 13 May 2021.
Website Forecast data

Facebook AI Research

The FAIR-NRAR model has 133 submitted forecasts.
Most recent forecast on Wednesday, 12 May 2021.
Website Forecast data

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 43 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 37 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 36 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Institute of Business Forecasting

The IBF-TimeSeries model has 35 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

GT

The GT-DeepCOVID model has 56 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-baseline model has 59 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 50 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

University of Georgia Center for the Ecology of Infectious Diseases Forecasting Working Group

The CEID-Walk model has 41 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

IEM MED

The IEM_MED-CovidProject model has 24 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Google Cloud AI

The Google_Harvard-CPF model has 40 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 23 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 66 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 54 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 43 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Discrete Dynamical Systems

The DDS-NBDS model has 48 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

The University of Michigan

The UMich-RidgeTfReg model has 45 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

AIpert.org team

The AIpert-pwllnod model has 21 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

SUNY Upstate and SU Covid-19 Prediction Team

The UpstateSU-GRU model has 19 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

FDANIHASU

The FDANIHASU-Sweight model has 16 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 17 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Steve McConnell

The SteveMcConnell-CovidComplete model has 43 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

IUPUI CIS

The IUPUI-HkPrMobiDyR model has 9 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Federal Reserve Bank of San Francisco/Wilson

The FRBSF_Wilson-Econometric model has 11 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

JHUAPL

The JHUAPL-SLPHospEns model has 23 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Robert Walraven

The RobertWalraven-ESG model has 57 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

MIT-Cassandra

The MIT-Cassandra model has 7 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

KITmetricslab

The KITmetricslab-select_ensemble model has 4 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

Masaryk University

The MUNI-ARIMA model has 1 submitted forecasts.
Most recent forecast on Monday, 10 May 2021.
Website Forecast data

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 59 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

UMass-Amherst

The UMass-MechBayes model has 60 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Columbia_UNC

The Columbia_UNC-SurvCon model has 51 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

MIT-CriticalData

The MIT_CritData-GBCF model has 36 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

University of Arizona

The UA-EpiCovDA model has 54 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

University of Central Florida

The UCF-AEM model has 26 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 23 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Columbia University

The CU-select model has 87 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Oliver Wyman

The OliverWyman-Navigator model has 52 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

UCLA Statistical Machine Learning Lab

The UCLA-SuEIR model has 54 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

COVID-19 Simulator

The Covid19Sim-Simulator model has 50 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 36 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 32 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

University of California Merced MESA Lab

The UCM_MESALab-FoGSEIR model has 42 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 45 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

University of Southern California Data Science Lab

The USC-SI_kJalpha model has 73 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

LockNQuay

The LNQ-ens1 model has 44 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 25 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Swiss Data Science Center / University of Geneva

The Geneva-DetGrowth model has 124 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

BPagano

The BPagano-RtDriven model has 35 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Pandemic Central (itsonit.com)

The PandemicCentral-COVIDForest model has 4 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 57 submitted forecasts.
Most recent forecast on Sunday, 09 May 2021.
Website Forecast data

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 59 submitted forecasts.
Most recent forecast on Friday, 07 May 2021.
Website Forecast data