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.

Facebook AI Research

The FAIR-NRAR model has 101 submitted forecasts.
Most recent forecast on Saturday, 10 April 2021.
Website Forecast data

Los Alamos National Labs

The LANL-GrowthRate model has 112 submitted forecasts.
Most recent forecast on Thursday, 08 April 2021.
Website Forecast data

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 55 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 40 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 34 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 32 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Institute of Business Forecasting

The IBF-TimeSeries model has 32 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

GT

The GT-DeepCOVID model has 53 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-baseline model has 55 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 47 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

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

The CEID-Walk model has 37 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

IEM MED

The IEM_MED-CovidProject model has 20 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Google Cloud AI

The Google_Harvard-CPF model has 37 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 62 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

COVID Alliance at MIT

The MITCovAlliance-SIR model has 24 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 51 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 40 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Discrete Dynamical Systems

The DDS-NBDS model has 45 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

The University of Michigan

The UMich-RidgeTfReg model has 42 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

AIpert.org team

The AIpert-pwllnod model has 18 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

SUNY Upstate and SU Covid-19 Prediction Team

The UpstateSU-GRU model has 15 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

FDANIHASU

The FDANIHASU-Sweight model has 11 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Signature Science FOCUS

The SigSci-TS model has 15 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 13 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Steve McConnell

The SteveMcConnell-CovidComplete model has 39 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

IUPUI CIS

The IUPUI-HkPrMobiDyR model has 5 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Federal Reserve Bank of San Francisco/Wilson

The FRBSF_Wilson-Econometric model has 5 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

Robert Walraven

The RobertWalraven-ESG model has 60 submitted forecasts.
Most recent forecast on Monday, 05 April 2021.
Website Forecast data

UMass-Amherst

The UMass-MechBayes model has 57 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Columbia_UNC

The Columbia_UNC-SurvCon model has 45 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

MIT-CriticalData

The MIT_CritData-GBCF model has 31 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

University of Arizona

The UA-EpiCovDA model has 50 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

University of Central Florida

The UCF-AEM model has 23 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 20 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Columbia University

The CU-select model has 84 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Iowa State - Lily Wang's Research Group

The IowaStateLW-STEM model has 50 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Oliver Wyman

The OliverWyman-Navigator model has 46 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 20 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

COVID-19 Simulator

The Covid19Sim-Simulator model has 47 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 32 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 29 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

University of California Merced MESA Lab

The UCM_MESALab-FoGSEIR model has 38 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 42 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Walmart Labs Data Science Team

The WalmartLabsML-LogForecasting model has 33 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

University of Southern California Data Science Lab

The USC-SI_kJalpha model has 60 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 54 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

BPagano

The BPagano-RtDriven model has 31 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

LockNQuay

The LNQ-ens1 model has 41 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 21 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Swiss Data Science Center / University of Geneva

The Geneva-DetGrowth model has 90 submitted forecasts.
Most recent forecast on Sunday, 04 April 2021.
Website Forecast data

Georgia Institute of Technology Center for Health and Humanitarian Systems

The GT_CHHS-COVID19 model has 25 submitted forecasts.
Most recent forecast on Saturday, 03 April 2021.
Website Forecast data

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 58 submitted forecasts.
Most recent forecast on Thursday, 01 April 2021.
Website Forecast data