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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Most recent forecast on Friday, 06 May 2022.