The COVID-19 Forecast Hub Network
All researchers and data scientists with models that can predict the course of the COVID-19 are welcome to submit their models to the COVID-19 Forecast Hub. Below are the models contributed so far to the Hub.
CovidAnalytics at MIT
The CovidAnalytics-DELPHI model has 43 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Carnegie Mellon Delphi Group
The CMU-TimeSeries model has 28 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Steve McConnell
The SteveMcConnell-CovidComplete model has 27 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Johns Hopkins University Applied Physics Lab
The JHUAPL-Bucky model has 22 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
UCSD_NEU
The UCSD_NEU-DeepGLEAM model has 21 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Facebook AI Research
The FAIR-NRAR model has 45 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Institute of Business Forecasting
The IBF-TimeSeries model has 20 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
GT
The GT-DeepCOVID model has 41 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
COVID-19 Forecast Hub
The COVIDhub-ensemble model has 42 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
EpiForecasts group at the London School of Hygiene & Tropical Medicine
The epiforecasts-ensemble1 model has 35 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
University of Georgia Center for the Ecology of Infectious Diseases Forecasting Working Group
The CEID-Walk model has 26 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
IEM MED
The IEM_MED-CovidProject model has 8 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Google Cloud AI
The Google_Harvard-CPF model has 25 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Microsoft
The Microsoft-DeepSTIA model has 9 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
UT-Austin COVID-19 Consortium
The UT-Mobility model has 36 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
MOBS Lab at Northeastern
The MOBS-GLEAM_COVID model has 47 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
QJHong
The QJHong-Encounter model has 40 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Predictive Science Inc
The PSI-DRAFT model has 39 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
University of Virginia, Biocomplexity COVID-19 Response Team
The UVA-Ensemble model has 28 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Discrete Dynamical Systems
The DDS-NBDS model has 34 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
The University of Michigan
The UMich-RidgeTfReg model has 30 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Los Alamos National Labs
The LANL-GrowthRate model has 91 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
AIpert.org team
The AIpert-pwllnod model has 6 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
SUNY Upstate and SU Covid-19 Prediction Team
The UpstateSU-GRU model has 4 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
Signature Science FOCUS
The SigSci-TS model has 3 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
IDSS COVID-19 Collaboration (Isolat) at MIT
The MIT_ISOLAT-Mixtures model has 2 submitted forecasts.
Most recent forecast on Monday, 25 January 2021.
Most recent forecast on Monday, 25 January 2021.
UMass-Amherst
The UMass-MechBayes model has 44 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
LockNQuay
The LNQ-ens1 model has 29 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Columbia_UNC
The Columbia_UNC-SurvCon model has 34 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
University of Geneva / Swiss Data Science Center
The Geneva-DetGrowth model has 79 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
MIT-CriticalData
The MIT_CritData-GBCF model has 21 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
University of Arizona
The UA-EpiCovDA model has 38 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
UCSB
The UCSB-ACTS model has 15 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
University of Central Florida
The UCF-AEM model has 11 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
OneQuietNight
The OneQuietNight-ML model has 10 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
University of Chicago, Chattopadhyay Lab
The UChicagoCHATTOPADHYAY-UnIT model has 11 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Columbia University
The CU-select model has 72 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Iowa State - Lily Wang's Research Group
The IowaStateLW-STEM model has 38 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Oliver Wyman
The OliverWyman-Navigator model has 34 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Pandemic Central (itsonit.com)
The PandemicCentral-USCounty model has 25 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
UCLA Statistical Machine Learning Lab
The UCLA-SuEIR model has 44 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
COVID-19 Simulator
The Covid19Sim-Simulator model has 35 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Hussain Lab at Texas Tech University
The TTU-squider model has 21 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
JHU_UNC_GAS
The JHU_UNC_GAS-StatMechPool model has 11 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Johns Hopkins Center for Systems Science and Engineering
The JHU_CSSE-DECOM model has 17 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Karlen Working Group
The Karlen-pypm model has 30 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
University of California Merced MESA Lab
The UCM_MESALab-FoGSEIR model has 27 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Walmart Labs Data Science Team
The WalmartLabsML-LogForecasting model has 22 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
University of Southern California Data Science Lab
The USC-SI_kJalpha model has 50 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Johns Hopkins ID Dynamics COVID-19 Working Group
The JHU_IDD-CovidSP model has 42 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
RPI and UW
The RPI_UW-Mob_Collision model has 27 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
BPagano
The BPagano-RtDriven model has 19 submitted forecasts.
Most recent forecast on Sunday, 24 January 2021.
Most recent forecast on Sunday, 24 January 2021.
Institute for Health Metrics and Evaluation
The IHME-CurveFit model has 47 submitted forecasts.
Most recent forecast on Friday, 22 January 2021.
Most recent forecast on Friday, 22 January 2021.
JHUAPL
The JHUAPL-SLPHospEns model has 7 submitted forecasts.
Most recent forecast on Monday, 18 January 2021.
Most recent forecast on Monday, 18 January 2021.
Robert Walraven
The RobertWalraven-ESG model has 39 submitted forecasts.
Most recent forecast on Monday, 18 January 2021.
Most recent forecast on Monday, 18 January 2021.
Caltech CS156
The Caltech-CS156 model has 12 submitted forecasts.
Most recent forecast on Sunday, 17 January 2021.
Most recent forecast on Sunday, 17 January 2021.