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.

Johns Hopkins University Applied Physics Lab

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

MOBS Lab at Northeastern

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

Masaryk University

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

GT

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

COVID-19 Forecast Hub

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

HKUST

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

Predictive Science Inc

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

Discrete Dynamical Systems

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

IDSS COVID-19 Collaboration (Isolat) at MIT

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

Steve McConnell

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

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.

COVIDhub_CDC

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

JHUAPL

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

Robert Walraven

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

prolix

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

Carnegie Mellon Delphi Group

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

Microsoft

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

Predictive Science

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

UT

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

LUcompUncertLab

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

UCSD_NEU

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

University of Virginia, Biocomplexity COVID-19 Response Team

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

MIT-Cassandra

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

University of Central Florida

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

Columbia University

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

QJHong

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

Hussain Lab at Texas Tech University

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

CU Boulder

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

Swiss Data Science Center / University of Geneva

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

Karlen Working Group

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

JBUD

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

University of Southern California

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

UCLA Statistical Machine Learning Lab

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

CUB_PopCouncil

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

MIT-CriticalData

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

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.

BPagano

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

KITmetricslab

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

CovidAnalytics at MIT

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

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.

Federal Reserve Bank of San Francisco/Wilson

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

CWRU

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

Institute for Health Metrics and Evaluation

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