The COVID-19 Forecast Hub Network

All researchers and data scientists with models that can predict the course of the COVID-19 are welcome to submit their models to the COVID-19 Forecast Hub. Below are the models contributed so far to the Hub.

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 43 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 28 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Steve McConnell

The SteveMcConnell-CovidComplete model has 27 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 22 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 21 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Facebook AI Research

The FAIR-NRAR model has 45 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Institute of Business Forecasting

The IBF-TimeSeries model has 20 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

GT

The GT-DeepCOVID model has 41 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-ensemble model has 42 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 35 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

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

The CEID-Walk model has 26 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

IEM MED

The IEM_MED-CovidProject model has 8 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Google Cloud AI

The Google_Harvard-CPF model has 25 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 9 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

UT-Austin COVID-19 Consortium

The UT-Mobility model has 36 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 47 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

QJHong

The QJHong-Encounter model has 40 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 39 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 28 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Discrete Dynamical Systems

The DDS-NBDS model has 34 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

The University of Michigan

The UMich-RidgeTfReg model has 30 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Los Alamos National Labs

The LANL-GrowthRate model has 91 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

AIpert.org team

The AIpert-pwllnod model has 6 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

SUNY Upstate and SU Covid-19 Prediction Team

The UpstateSU-GRU model has 4 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

Signature Science FOCUS

The SigSci-TS model has 3 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 2 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Website Forecast data

UMass-Amherst

The UMass-MechBayes model has 44 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

LockNQuay

The LNQ-ens1 model has 29 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Columbia_UNC

The Columbia_UNC-SurvCon model has 34 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

University of Geneva / Swiss Data Science Center

The Geneva-DetGrowth model has 79 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

MIT-CriticalData

The MIT_CritData-GBCF model has 21 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

University of Arizona

The UA-EpiCovDA model has 38 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

UCSB

The UCSB-ACTS model has 15 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

University of Central Florida

The UCF-AEM model has 11 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

OneQuietNight

The OneQuietNight-ML model has 10 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 11 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Columbia University

The CU-select model has 72 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Iowa State - Lily Wang's Research Group

The IowaStateLW-STEM model has 38 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Oliver Wyman

The OliverWyman-Navigator model has 34 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Pandemic Central (itsonit.com)

The PandemicCentral-USCounty model has 25 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

UCLA Statistical Machine Learning Lab

The UCLA-SuEIR model has 44 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

COVID-19 Simulator

The Covid19Sim-Simulator model has 35 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 21 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 11 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 17 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 30 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

University of California Merced MESA Lab

The UCM_MESALab-FoGSEIR model has 27 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Walmart Labs Data Science Team

The WalmartLabsML-LogForecasting model has 22 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

University of Southern California Data Science Lab

The USC-SI_kJalpha model has 50 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 42 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

RPI and UW

The RPI_UW-Mob_Collision model has 27 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

BPagano

The BPagano-RtDriven model has 19 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Website Forecast data

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 47 submitted forecasts.
Most recent forecast on Friday, 22 January 2021.
Website Forecast data

JHUAPL

The JHUAPL-SLPHospEns model has 7 submitted forecasts.
Most recent forecast on Monday, 18 January 2021.
Website Forecast data

Robert Walraven

The RobertWalraven-ESG model has 39 submitted forecasts.
Most recent forecast on Monday, 18 January 2021.
Website Forecast data

Caltech CS156

The Caltech-CS156 model has 12 submitted forecasts.
Most recent forecast on Sunday, 17 January 2021.
Website Forecast data