HCP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HCP White Matter (test)
89.05Accuracy
5
HCP (test)
33Dice Score
5
HCP motor-task fMRI (trained on resting-state) (test)
63.2Accuracy
4
HCP test-retest (T1 vs T2) (test)
95.2Consistency Score (GM)
4
HCP-YA
2.9Average Bundle Distance (ABD)
4
HCP-YA (test)
9.25Alpha
4
HCP
1.6Meas. L
4
HCP Dataset
33.34PSNR (dB)
4
HCP
90DICE
4
HCP T2w MRI
0.016L1 Error
4
HCP T1w MRI (808/87)
0.017L1 Error
4
8-coil HCP dataset (radial trajectory, R=6) (test)
50.814PSNR (dB)
4
HCP (test)
1.4SPD Violation Rate
3
HCP Overall (test)
100Solving Percentage
3
HCP (Hard split)
100Solving Percentage
3
HCP Easy
100Solving Percentage
3
HCP-Aging
5.28MAE (years)
3
HCP-A
89.65Accuracy
3
HCP-A
97.1Accuracy
3
HCP-A
70.19Accuracy
3
HCP
85.42Accuracy
3
HCP (test)
0.044NMSE
3
HCP (test)
0.158NMSE
3
HCP (test)
0.102NMSE
3
HCP (test)
0.105NMSE
3