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 81 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

University of Arizona

The UA-EpiCovDA model has 76 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 59 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 88 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Masaryk University

The MUNI-ARIMA model has 23 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

GT

The GT-DeepCOVID model has 78 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

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

The CEID-Walk model has 63 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

COVID-19 Forecast Hub

The COVIDhub-baseline model has 123 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

EpiForecasts group at the London School of Hygiene & Tropical Medicine

The epiforecasts-ensemble1 model has 72 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Federal Reserve Bank of San Francisco/Wilson

The FRBSF_Wilson-Econometric model has 31 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

HKUST

The HKUST-DNN model has 18 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Predictive Science Inc

The PSI-DRAFT model has 76 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

UT_GISAG

The UT_GISAG-SPDM model has 2 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Discrete Dynamical Systems

The DDS-NBDS model has 68 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 39 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Steve McConnell

The SteveMcConnell-CovidComplete model has 66 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

Robert Walraven

The RobertWalraven-ESG model has 79 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 58 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

IEM MED

The IEM_MED-CovidProject model has 47 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 65 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

MIT-Cassandra

The MIT-Cassandra model has 29 submitted forecasts.
Most recent forecast on Monday, 11 October 2021.

UMass-Amherst

The UMass-MechBayes model has 82 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

University of Central Florida

The UCF-AEM model has 47 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

University of Chicago, Chattopadhyay Lab

The UChicagoCHATTOPADHYAY-UnIT model has 39 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

QJHong

The QJHong-Encounter model has 68 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Hussain Lab at Texas Tech University

The TTU-squider model has 58 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

CU Boulder

The CUBoulder-COVIDLSTM model has 8 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Karlen Working Group

The Karlen-pypm model has 67 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Swiss Data Science Center / University of Geneva

The SDSC_ISG-TrendModel model has 6 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

University of Southern California

The USC-SI_kJalpha model has 97 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

JHU_UNC_GAS

The JHU_UNC_GAS-StatMechPool model has 47 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Pandemic Central (itsonit.com)

The PandemicCentral-COVIDForest model has 25 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

MIT-CriticalData

The MIT_CritData-GBCF model has 56 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Facebook AI Research

The FAIR-NRAR model has 242 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Google Cloud AI

The Google_Harvard-CPF model has 59 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

Johns Hopkins Center for Systems Science and Engineering

The JHU_CSSE-DECOM model has 53 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

BPagano

The BPagano-RtDriven model has 57 submitted forecasts.
Most recent forecast on Sunday, 10 October 2021.

KITmetricslab

The KITmetricslab-select_ensemble model has 25 submitted forecasts.
Most recent forecast on Monday, 04 October 2021.

Microsoft

The Microsoft-DeepSTIA model has 44 submitted forecasts.
Most recent forecast on Monday, 04 October 2021.

AIpert.org team

The AIpert-pwllnod model has 41 submitted forecasts.
Most recent forecast on Monday, 04 October 2021.

FDANIHASU

The FDANIHASU-Sweight model has 28 submitted forecasts.
Most recent forecast on Monday, 04 October 2021.

The University of Michigan

The UMich-RidgeTfReg model has 65 submitted forecasts.
Most recent forecast on Monday, 04 October 2021.

Columbia University

The CU-select model has 109 submitted forecasts.
Most recent forecast on Sunday, 03 October 2021.

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 77 submitted forecasts.
Most recent forecast on Friday, 01 October 2021.