HCP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HCP
96.28Accuracy
59
HCP 8 subjects (test)
80.7FOD ACC
36
HCP (test)
94.8Accuracy
36
HCP
80.5Dice Score
34
HCP T2w–T1w (test)
79.7Dice
30
HCP T2w contrast
40.01PSNR (dB)
24
HCP T1w contrast
38.7PSNR (dB)
24
HCP
85.03Dice (%)
24
HCP 8 subjects
85.6FOD ACC
21
HCP Task fMRI (5 splits)
90.1Accuracy
21
HCP
0.699MAE
20
HCP single-shell (b=3000) (test)
23.7Absolute Error
18
HCP single-shell (b=1000) (test)
41.88Absolute Error
18
HCP b=2000 shell (eight subjects)
40.51PSNR
18
HCP b=2000s/mm² shell (test)
28.32Absolute Error (AE)
18
HCP b=2000 shell (test)
0.99MSSIM
18
HCP motor decoding
98.7Accuracy
16
HCP-Age
61.47AUC
16
HCP Gender
86.93AUC
16
HCP Arbitrary b_n condition S1200 (test)
84.27SSIM (%)
16
HCPA CORR (test)
97.92Accuracy
16
HCP Movie (External)
0.437MSE
15
HCP T2w–T1w k=7 (Dataset-Fit)
72.4DS Score
15
HCP T2w
32.72PSNR
15
HCP
0.835MSE
15