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.

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 76 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

University of Arizona

The UA-EpiCovDA model has 71 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 54 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 83 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Masaryk University

The MUNI-ARIMA model has 18 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Los Alamos National Labs

The LANL-GrowthRate model has 139 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

GT

The GT-DeepCOVID model has 73 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

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

The CEID-Walk model has 58 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-ensemble model has 76 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 67 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

HKUST

The HKUST-DNN model has 13 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 71 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Discrete Dynamical Systems

The DDS-NBDS model has 64 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 34 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Steve McConnell

The SteveMcConnell-CovidComplete model has 61 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Robert Walraven

The RobertWalraven-ESG model has 74 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

Pandemic Central (itsonit.com)

The PandemicCentral-COVIDForest model has 19 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 53 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

IEM MED

The IEM_MED-CovidProject model has 42 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 60 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

The University of Michigan

The UMich-RidgeTfReg model has 61 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

MIT-Cassandra

The MIT-Cassandra model has 24 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Website Forecast data

UMass-Amherst

The UMass-MechBayes model has 77 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

University of Central Florida

The UCF-AEM model has 42 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

University of California Merced MESA Lab

The UCM_MESALab-FoGSEIR model has 60 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

UCLA Statistical Machine Learning Lab

The UCLA-SuEIR model has 63 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Columbia University

The CU-select model has 105 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 36 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

QJHong

The QJHong-Encounter model has 63 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 53 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

CU Boulder

The CUBoulder-COVIDLSTM model has 3 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 62 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

University of Southern California

The USC-SI_kJalpha model has 92 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 42 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Swiss Data Science Center / University of Geneva

The Geneva-DetGrowth model has 141 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

MIT-CriticalData

The MIT_CritData-GBCF model has 52 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Facebook AI Research

The FAIR-NRAR model has 221 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Google Cloud AI

The Google_Harvard-CPF model has 54 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 49 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 74 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

BPagano

The BPagano-RtDriven model has 52 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Website Forecast data

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 73 submitted forecasts.
Most recent forecast on Thursday, 02 September 2021.
Website Forecast data

KITmetricslab

The KITmetricslab-select_ensemble model has 20 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 39 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Website Forecast data

Federal Reserve Bank of San Francisco/Wilson

The FRBSF_Wilson-Econometric model has 26 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Website Forecast data

AIpert.org team

The AIpert-pwllnod model has 37 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Website Forecast data

FDANIHASU

The FDANIHASU-Sweight model has 23 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Website Forecast data

JHUAPL

The JHUAPL-SLPHospEns model has 38 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Website Forecast data