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 281 submitted forecasts.
Most recent forecast on Wednesday, 01 December 2021.
Website Forecast data

KITmetricslab

The KITmetricslab-select_ensemble model has 33 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 88 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 51 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 66 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Masaryk University

The MUNI-ARIMA model has 32 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

GT

The GT-DeepCOVID model has 85 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-baseline model has 130 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 78 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Federal Reserve Bank of San Francisco/Wilson

The FRBSF_Wilson-Econometric model has 38 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

HKUST

The HKUST-DNN model has 25 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 83 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

UT_GISAG

The UT_GISAG-SPDM model has 9 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Discrete Dynamical Systems

The DDS-NBDS model has 75 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

AIpert.org team

The AIpert-pwllnod model has 48 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

FDANIHASU

The FDANIHASU-Sweight model has 33 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 45 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Steve McConnell

The SteveMcConnell-CovidComplete model has 73 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

COVIDhub_CDC

The COVIDhub_CDC-ensemble model has 85 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

JHUAPL

The JHUAPL-SLPHospEns model has 49 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Robert Walraven

The RobertWalraven-ESG model has 86 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 65 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

Google Cloud AI

The Google_Harvard-CPF model has 66 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

IEM MED

The IEM_MED-CovidProject model has 54 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 72 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

The University of Michigan

The UMich-RidgeTfReg model has 69 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

MIT-Cassandra

The MIT-Cassandra model has 34 submitted forecasts.
Most recent forecast on Monday, 29 November 2021.
Website Forecast data

UMass-Amherst

The UMass-MechBayes model has 89 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

University of Central Florida

The UCF-AEM model has 54 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Columbia University

The CU-select model has 116 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 46 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

QJHong

The QJHong-Encounter model has 75 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 65 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

CU Boulder

The CUBoulder-COVIDLSTM model has 15 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 74 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Swiss Data Science Center / University of Geneva

The SDSC_ISG-TrendModel model has 13 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

University of Southern California

The USC-SI_kJalpha model has 104 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

CWRU

The CWRU-COVID_19Predict model has 3 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Los Alamos National Lab and Northern Arizona University

The LosAlamos_NAU-CModel_SDVaxVar model has 4 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 51 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Pandemic Central (itsonit.com)

The PandemicCentral-COVIDForest model has 32 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

MIT-CriticalData

The MIT_CritData-GBCF model has 63 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 60 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

BPagano

The BPagano-RtDriven model has 64 submitted forecasts.
Most recent forecast on Sunday, 28 November 2021.
Website Forecast data

JBUD

The JBUD-HMXK model has 2 submitted forecasts.
Most recent forecast on Sunday, 21 November 2021.
Website Forecast data

COVID-19 Simulator

The Covid19Sim-Simulator model has 63 submitted forecasts.
Most recent forecast on Sunday, 21 November 2021.
Website Forecast data