IXI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IXI 9% Noise synthetic Rician corruption (test)
24.21PSNR
13
IXI 7% Noise synthetic Rician corruption (test)
27.04PSNR
13
IXI 5% Noise synthetic Rician corruption (test)
30.83PSNR
13
IXI
90.6Dice
12
IXI 30x acceleration
41.62PSNR
12
IXI 10x acceleration
47.46PSNR
12
IXI 8x acceleration
49.35PSNR
12
IXI 4x acceleration
54.23PSNR
12
IXI (test)
92.11Dice
11
IXI
83.6DSC (%)
11
IXI (val)
75.3Dice Score
11
IXI T2 (test)
39.15PSNR
10
IXI
26.79PSNR
10
IXI T2w to PD (test)
79.1Dice
10
IXI T1w to PD (test)
79.6Dice
10
IXI T1w to T2w (test)
80.5Dice
10
IXI
80.23DSC
9
IXI Head MRI T2-PD (test)
0.17TRE
9
IXI T1 4x 0.08c (middle 10 slices)
32.37PSNR
9
IXI T1 8x 0.04c (middle 10 slices)
27.5PSNR
9
Simulated IXI Dataset
92.34SSIM
8
IXI (test)
35.47PSNR
8
IXI (test)
33.64PSNR
8
IXI (test)
30.85PSNR
8
IXI (test)
30.09PSNR
8