HCP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HCP
45.155PSNR (dB)
15
HCP-Task
98.2Accuracy
14
HCP (test)
0.41R
13
HCP Full block
98.7Accuracy
12
HCP (10-fold cross validation)
71.21Accuracy
12
HCP Gender n=999 (5-fold cross-validation)
86.7Accuracy
11
HCP
0.169Mean Absolute Error
11
HCP-WM
0.751MAE
11
HCP LR1 (Internal)
0.183MSE
10
HCP Sex
0.83Accuracy
10
HCP
4.6MAE
10
HCP (test)
77.4Dice
10
HCP (test)
74.1Dice
10
HCP-A and HCP-D
76Accuracy
9
HCP-A and HCP-D
0.96Pearson Correlation (ρ)
9
HCP-t-fMRI Shen functional atlas (test)
0.435MSE
9
HCP
28.8PSNR
9
HCP
0.094CVGM
9
HCP Young Adult 195-subject (test)
0.33NMSE
8
HCP Young Adult 195-subject (test)
0.01NMSE
8
HCP Young Adult 12 (test)
36.45Dxx PSNR
8
HCP Synthetically Transformed (STA) (test)
92.48Accuracy (%)
8
HCP Original held-out (test)
93.11Accuracy
8
HCP clinical
99SSIM
8
HCP SR x4 N=200 (test)
25PSNR
8