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.

Carnegie Mellon Delphi Group

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

Steve McConnell

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

Johns Hopkins University Applied Physics Lab

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

UCSD_NEU

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

Facebook AI Research

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

Institute of Business Forecasting

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

GT

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

COVID-19 Forecast Hub

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

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.

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.

IEM MED

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

Google Cloud AI

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

Microsoft

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

UT-Austin COVID-19 Consortium

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

MOBS Lab at Northeastern

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

QJHong

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

Predictive Science Inc

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

University of Virginia, Biocomplexity COVID-19 Response Team

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

Discrete Dynamical Systems

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

The University of Michigan

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

Los Alamos National Labs

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

AIpert.org team

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

SUNY Upstate and SU Covid-19 Prediction Team

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

Signature Science FOCUS

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

IDSS COVID-19 Collaboration (Isolat) at MIT

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

UMass-Amherst

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

LockNQuay

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

Columbia_UNC

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

University of Geneva / Swiss Data Science Center

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

MIT-CriticalData

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

University of Arizona

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

UCSB

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

University of Central Florida

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

OneQuietNight

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

University of Chicago, Chattopadhyay Lab

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

Columbia University

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

Iowa State - Lily Wang's Research Group

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

Oliver Wyman

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

Pandemic Central (itsonit.com)

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

UCLA Statistical Machine Learning Lab

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

COVID-19 Simulator

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

Hussain Lab at Texas Tech University

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

JHU_UNC_GAS

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

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.

Karlen Working Group

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

University of California Merced MESA Lab

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

Walmart Labs Data Science Team

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

University of Southern California Data Science Lab

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

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.

RPI and UW

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

BPagano

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

Institute for Health Metrics and Evaluation

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

JHUAPL

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

Robert Walraven

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

Caltech CS156

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