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 76 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
University of Arizona
The UA-EpiCovDA model has 71 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Johns Hopkins University Applied Physics Lab
The JHUAPL-Bucky model has 54 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
MOBS Lab at Northeastern
The MOBS-GLEAM_COVID model has 83 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Masaryk University
The MUNI-ARIMA model has 18 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Los Alamos National Labs
The LANL-GrowthRate model has 139 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
GT
The GT-DeepCOVID model has 73 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
University of Georgia Center for the Ecology of Infectious Diseases Forecasting Working Group
The CEID-Walk model has 58 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
COVID-19 Forecast Hub
The COVIDhub-ensemble model has 76 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
EpiForecasts group at the London School of Hygiene & Tropical Medicine
The epiforecasts-ensemble1 model has 67 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
HKUST
The HKUST-DNN model has 13 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Predictive Science Inc
The PSI-DRAFT model has 71 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Discrete Dynamical Systems
The DDS-NBDS model has 64 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
IDSS COVID-19 Collaboration (Isolat) at MIT
The MIT_ISOLAT-Mixtures model has 34 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Steve McConnell
The SteveMcConnell-CovidComplete model has 61 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Robert Walraven
The RobertWalraven-ESG model has 74 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
Pandemic Central (itsonit.com)
The PandemicCentral-COVIDForest model has 19 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
UCSD_NEU
The UCSD_NEU-DeepGLEAM model has 53 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
IEM MED
The IEM_MED-CovidProject model has 42 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
University of Virginia, Biocomplexity COVID-19 Response Team
The UVA-Ensemble model has 60 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
The University of Michigan
The UMich-RidgeTfReg model has 61 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
MIT-Cassandra
The MIT-Cassandra model has 24 submitted forecasts.
Most recent forecast on Monday, 06 September 2021.
Most recent forecast on Monday, 06 September 2021.
UMass-Amherst
The UMass-MechBayes model has 77 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
University of Central Florida
The UCF-AEM model has 42 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
University of California Merced MESA Lab
The UCM_MESALab-FoGSEIR model has 60 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
UCLA Statistical Machine Learning Lab
The UCLA-SuEIR model has 63 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Columbia University
The CU-select model has 105 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
University of Chicago, Chattopadhyay Lab
The UChicagoCHATTOPADHYAY-UnIT model has 36 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
QJHong
The QJHong-Encounter model has 63 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Hussain Lab at Texas Tech University
The TTU-squider model has 53 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
CU Boulder
The CUBoulder-COVIDLSTM model has 3 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Karlen Working Group
The Karlen-pypm model has 62 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
University of Southern California
The USC-SI_kJalpha model has 92 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
JHU_UNC_GAS
The JHU_UNC_GAS-StatMechPool model has 42 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Swiss Data Science Center / University of Geneva
The Geneva-DetGrowth model has 141 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
MIT-CriticalData
The MIT_CritData-GBCF model has 52 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Facebook AI Research
The FAIR-NRAR model has 221 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Google Cloud AI
The Google_Harvard-CPF model has 54 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Johns Hopkins Center for Systems Science and Engineering
The JHU_CSSE-DECOM model has 49 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Johns Hopkins ID Dynamics COVID-19 Working Group
The JHU_IDD-CovidSP model has 74 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
BPagano
The BPagano-RtDriven model has 52 submitted forecasts.
Most recent forecast on Sunday, 05 September 2021.
Most recent forecast on Sunday, 05 September 2021.
Institute for Health Metrics and Evaluation
The IHME-CurveFit model has 73 submitted forecasts.
Most recent forecast on Thursday, 02 September 2021.
Most recent forecast on Thursday, 02 September 2021.
KITmetricslab
The KITmetricslab-select_ensemble model has 20 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Most recent forecast on Monday, 30 August 2021.
Microsoft
The Microsoft-DeepSTIA model has 39 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Most recent forecast on Monday, 30 August 2021.
Federal Reserve Bank of San Francisco/Wilson
The FRBSF_Wilson-Econometric model has 26 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Most recent forecast on Monday, 30 August 2021.
AIpert.org team
The AIpert-pwllnod model has 37 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Most recent forecast on Monday, 30 August 2021.
FDANIHASU
The FDANIHASU-Sweight model has 23 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Most recent forecast on Monday, 30 August 2021.
JHUAPL
The JHUAPL-SLPHospEns model has 38 submitted forecasts.
Most recent forecast on Monday, 30 August 2021.
Most recent forecast on Monday, 30 August 2021.