COVID-19
Benchmarks
TaskDatasetSOTA resultTrendResults
COVID-19
92.8Accuracy Retention
8
COVID-19 NY
74.56Ctd (Full)
8
COVID-19 lung region segmentation
86.58Dice Coefficient
8
COVID-19 28Day
662.24MAE
8
COVID-19 28 Day horizon 1/22/2020 to 5/10/2020
19.3MAPE
8
COVID-19 (20 large regions)
19.05RMSE
7
COVID-19
96.5LPR
7
COVID-19 (test)
18.68RMSE
7
COVID-19
0.854Image-AUC
7
COVID-19 2-NN, t=100
0.186MSE (sigma=0.5)
6
COVID-19 (test)
94.44Dice Score
6
COVID-19
0.084Mean
6
COVID-19 (10% samples forgotten)
51.7LPR
6
COVID-19 5% samples forgotten
52.5LPR
6
Covid-19
3Number of Clusters (NC)
6
COVID-19 dataset
99.08Accuracy
6
Covid-19
0.824Avg Batch Effect
5
COVID-19 CT
97.45DSC
5
COVID-19 External n=20 (val)
43.5DSC
4
COVID-19 1/4 labeled ratio
97.08Background IoU
4
COVID-19 1/8 labeled ratio
96.72IoU (Background)
4
COVID-19 320 sub-regions
4.81RMSE
3
COVID-19 2-NN, t=200
0.165MSE (sigma=0.5)
3
COVID-19 n=16 (External val)
47.6DSC
3
Covid-19 Target Trajectory
0.79Avg Spearman Correlation
3