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.

UMass-Amherst

The UMass-trends_ensemble model has 19 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Johns Hopkins University Applied Physics Lab

The JHUAPL-Bucky model has 90 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 115 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Masaryk University

The MUNI-ARIMA model has 53 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

GT

The GT-DeepCOVID model has 109 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-baseline model has 154 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

HKUST

The HKUST-DNN model has 49 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 107 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Discrete Dynamical Systems

The DDS-NBDS model has 94 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 69 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Steve McConnell

The SteveMcConnell-CovidComplete model has 98 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Los Alamos National Lab and Northern Arizona University

The LosAlamos_NAU-CModel_SDVaxVar model has 25 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

COVIDhub_CDC

The COVIDhub_CDC-ensemble model has 111 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

JHUAPL

The JHUAPL-SLPHospEns model has 71 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Robert Walraven

The RobertWalraven-ESG model has 110 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

prolix

The prolix-euclidean model has 68 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 71 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 70 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

Predictive Science

The PSI-DICE model has 14 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

UT

The UT-Osiris model has 13 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

LUcompUncertLab

The LUcompUncertLab-VAR_3streams model has 6 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 85 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 97 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

MIT-Cassandra

The MIT-Cassandra model has 58 submitted forecasts.
Most recent forecast on Monday, 16 May 2022.
Website Forecast data

University of Central Florida

The UCF-AEM model has 76 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

Columbia University

The CU-select model has 140 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

QJHong

The QJHong-Encounter model has 99 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 89 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

CU Boulder

The CUBoulder-COVIDLSTM model has 34 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

Swiss Data Science Center / University of Geneva

The SDSC_ISG-TrendModel model has 36 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 92 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

JBUD

The JBUD-HMXK model has 23 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

University of Southern California

The USC-SI_kJalpha model has 129 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

UCLA Statistical Machine Learning Lab

The UCLA-SuEIR model has 78 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

CUB_PopCouncil

The CUB_PopCouncil-SLSTM model has 12 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

MIT-CriticalData

The MIT_CritData-GBCF model has 86 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 97 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

BPagano

The BPagano-RtDriven model has 89 submitted forecasts.
Most recent forecast on Sunday, 15 May 2022.
Website Forecast data

KITmetricslab

The KITmetricslab-select_ensemble model has 55 submitted forecasts.
Most recent forecast on Monday, 09 May 2022.
Website Forecast data

CovidAnalytics at MIT

The CovidAnalytics-DELPHI model has 109 submitted forecasts.
Most recent forecast on Monday, 09 May 2022.
Website Forecast data

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

The CEID-Walk model has 67 submitted forecasts.
Most recent forecast on Monday, 09 May 2022.
Website Forecast data

Federal Reserve Bank of San Francisco/Wilson

The FRBSF_Wilson-Econometric model has 60 submitted forecasts.
Most recent forecast on Monday, 09 May 2022.
Website Forecast data

CWRU

The CWRU-COVID_19Predict model has 22 submitted forecasts.
Most recent forecast on Sunday, 08 May 2022.
Website Forecast data

Institute for Health Metrics and Evaluation

The IHME-CurveFit model has 89 submitted forecasts.
Most recent forecast on Friday, 06 May 2022.
Website Forecast data