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.

MOBS Lab at Northeastern

The MOBS-GLEAM_COVID model has 150 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Masaryk University

The MUNI-ARIMA model has 86 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

GT

The GT-DeepCOVID model has 145 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

AMM

The AMM-EpiInvert model has 26 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Potomac Research and University of Maryland

The PR_UMD-CF_RepTiLe model has 16 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

COVID-19 Forecast Hub

The COVIDhub-baseline model has 191 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

HKUST

The HKUST-DNN model has 84 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

CEPH Lab at Indiana University

The CEPH-Rtrend_covid model has 7 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Predictive Science Inc

The PSI-DRAFT model has 143 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

IDSS COVID-19 Collaboration (Isolat) at MIT

The MIT_ISOLAT-Mixtures model has 102 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Carnegie Mellon Delphi Group

The CMU-TimeSeries model has 107 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Microsoft

The Microsoft-DeepSTIA model has 98 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Predictive Science

The PSI-DICE model has 50 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

UT

The UT-Osiris model has 47 submitted forecasts.
Most recent forecast on Monday, 23 January 2023.
Website Forecast data

Columbia University

The CU-select model has 175 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

Hussain Lab at Texas Tech University

The TTU-squider model has 124 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

CU Boulder

The CUBoulder-COVIDLSTM model has 65 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

Swiss Data Science Center / University of Geneva

The SDSC_ISG-TrendModel model has 107 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

Karlen Working Group

The Karlen-pypm model has 125 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

University of Southern California

The USC-SI_kJalpha model has 163 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

CUB_PopCouncil

The CUB_PopCouncil-SLSTM model has 48 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

Johns Hopkins ID Dynamics COVID-19 Working Group

The JHU_IDD-CovidSP model has 126 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

BPagano

The BPagano-RtDriven model has 125 submitted forecasts.
Most recent forecast on Sunday, 22 January 2023.
Website Forecast data

AIMdyn

The AIMdyn-SlidingKoopman model has 1 submitted forecasts.
Most recent forecast on Saturday, 21 January 2023.
Website Forecast data

UMass-Amherst

The UMass-trends_ensemble model has 54 submitted forecasts.
Most recent forecast on Monday, 16 January 2023.
Website Forecast data

COVIDhub_CDC

The COVIDhub_CDC-ensemble model has 146 submitted forecasts.
Most recent forecast on Monday, 16 January 2023.
Website Forecast data

UCSD_NEU

The UCSD_NEU-DeepGLEAM model has 116 submitted forecasts.
Most recent forecast on Monday, 16 January 2023.
Website Forecast data

University of Virginia, Biocomplexity COVID-19 Response Team

The UVA-Ensemble model has 130 submitted forecasts.
Most recent forecast on Monday, 16 January 2023.
Website Forecast data

MIT-Cassandra

The MIT-Cassandra model has 87 submitted forecasts.
Most recent forecast on Monday, 16 January 2023.
Website Forecast data