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 103 submitted forecasts.
Most recent forecast on Thursday, 04 March 2021.

Facebook AI Research

The FAIR-NRAR model has 71 submitted forecasts.
Most recent forecast on Wednesday, 03 March 2021.

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 49 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

JHUAPL

The JHUAPL-SLPHospEns model has 13 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 34 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 28 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 26 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Institute of Business Forecasting

The IBF-TimeSeries model has 26 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

GT

The GT-DeepCOVID model has 47 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Robert Walraven

The RobertWalraven-ESG model has 54 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

COVID-19 Forecast Hub

The COVIDhub-ensemble model has 47 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 41 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

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

The CEID-Walk model has 31 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

IEM MED

The IEM_MED-CovidProject model has 13 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Microsoft

The Microsoft-DeepSTIA model has 14 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 55 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

QJHong

The QJHong-Encounter model has 45 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Predictive Science Inc

The PSI-DRAFT model has 45 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 33 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Discrete Dynamical Systems

The DDS-NBDS model has 39 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

The University of Michigan

The UMich-RidgeTfReg model has 36 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

AIpert.org team

The AIpert-pwllnod model has 12 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

SUNY Upstate and SU Covid-19 Prediction Team

The UpstateSU-GRU model has 10 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

FDANIHASU

The FDANIHASU-Sweight model has 6 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Signature Science FOCUS

The SigSci-TS model has 9 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 7 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

Steve McConnell

The SteveMcConnell-CovidComplete model has 33 submitted forecasts.
Most recent forecast on Monday, 01 March 2021.

UMass-Amherst

The UMass-MechBayes model has 50 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Columbia_UNC

The Columbia_UNC-SurvCon model has 40 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

University of Geneva / Swiss Data Science Center

The Geneva-DetGrowth model has 84 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

MIT-CriticalData

The MIT_CritData-GBCF model has 26 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

University of Arizona

The UA-EpiCovDA model has 44 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Caltech CS156

The Caltech-CS156 model has 16 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

University of Central Florida

The UCF-AEM model has 17 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

OneQuietNight

The OneQuietNight-ML model has 15 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 15 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Columbia University

The CU-select model has 78 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Iowa State - Lily Wang's Research Group

The IowaStateLW-STEM model has 44 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Oliver Wyman

The OliverWyman-Navigator model has 40 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Google Cloud AI

The Google_Harvard-CPF model has 31 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

UCLA Statistical Machine Learning Lab

The UCLA-SuEIR model has 48 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

COVID-19 Simulator

The Covid19Sim-Simulator model has 41 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Hussain Lab at Texas Tech University

The TTU-squider model has 27 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 17 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 23 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

University of California Merced MESA Lab

The UCM_MESALab-FoGSEIR model has 32 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Karlen Working Group

The Karlen-pypm model has 36 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

University of Southern California Data Science Lab

The USC-SI_kJalpha model has 55 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 48 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

BPagano

The BPagano-RtDriven model has 25 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

RPI and UW

The RPI_UW-Mob_Collision model has 33 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

LockNQuay

The LNQ-ens1 model has 35 submitted forecasts.
Most recent forecast on Sunday, 28 February 2021.

Georgia Institute of Technology Center for Health and Humanitarian Systems

The GT_CHHS-COVID19 model has 20 submitted forecasts.
Most recent forecast on Saturday, 27 February 2021.

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 53 submitted forecasts.
Most recent forecast on Thursday, 25 February 2021.

NotreDame-FRED

The NotreDame-FRED model has 35 submitted forecasts.
Most recent forecast on Monday, 22 February 2021.

IUPUI CIS

The IUPUI-HkPrMobiDyR model has 1 submitted forecasts.
Most recent forecast on Monday, 22 February 2021.

Walmart Labs Data Science Team

The WalmartLabsML-LogForecasting model has 26 submitted forecasts.
Most recent forecast on Sunday, 21 February 2021.