COVID-19
Benchmarks
TaskDatasetSOTA resultTrendResults
COVID-19 320 regions
4.41RMSE
16
COVID-19 1/22/2020 to 5/10/2020 (14 Day horizon)
17.1MAPE
16
COVID-19 7 Day horizon 1/22/2020 to 5/10/2020
15.5MAPE
16
COVID-19 (test)
95Accuracy
15
COVID-19 (C-19) (test)
0MSE
15
COVID-19 Country 1
0.11MSE
15
COVID-19 t=300
0.162MSE (sigma=0.5)
14
COVID-19 t=200
0.137MSE (sigma=0.5)
14
COVID-19 (t=100)
0.002MSE (sigma=0.5)
14
COVID-19 dataset (test)
73.99Dice Coefficient
14
COVID-19
77.4Accuracy
12
COVID-19
0.967R2
12
COVID-19
4.4Completeness
12
COVID-19-20 100% labels
65.1DSC
12
COVID-19-20 10% labels
44.3DSC
12
COVID-19
10,753MSE
12
COVID-19 (global)
0.929RMSLE
12
COVID-19 Dense Simulation
95AUC
12
COVID-19 Sparse Simulation
99AUC
12
COVID-19 dataset (unseen)
33.72PSNR
12
COVID-19
0.093Temporal Error (RMSE)
10
COVID-19 Averaged Across All Donors
90.9ROC AUC
9
COVID-19 (test)
0.095Temporal RMSE
9
COVID-19 (test)
0.02Temporal NLL
9
COVID-19 (test)
0.309TMSE
9