HCP
Benchmarks
TaskDatasetSOTA resultTrendResults
HCP b_n = 3000 s/mm² condition S1200 (test)
0.814SSIM
8
HCP b_n = 1000 s/mm² condition S1200 (test)
87.64SSIM (%)
8
HCP-A
5.75MAE
7
HCP-A
83.73F1 Score
7
HCP-A
5.54MAE
7
HCP
0.916Single Condition Activation Recovery
6
HCP (test)
61.95BS % P
6
HCP Rician noise (test)
60.32BS Score (%)
6
HCP low-resolution and noise (test)
15.73BS % P
6
HCP Moderate
100Solving Percentage
6
HCP WM (test)
3.999PSD
6
HCP Social (test)
4.102PSD
6
HCP Relational (test)
3.998PSD
6
HCP Motor (test)
4.062PSD
6
HCP Language (test)
3.985PSD
6
HCP Gambling (test)
4.094PSD
6
HCP Emotion (test)
4.005PSD
6
HCP 2 TRs truncation
93.3Accuracy
6
HCP test-retest (T1 vs T1 repeated) (test)
95.5GM Consistency
6
HCP In-distribution
82.71Accuracy
6
HCP S1200 (nested cross-validation)
66.28Macro F1
6
HCP Synthetic T2w
25.91PSNR
6
HCP Synthetic T1w
27.47PSNR
6
HCP T2w
25.39PSNR
6
HCP T1w
26.43PSNR
6