IXI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
IXI (test)
30.42PSNR
8
IXI (test)
32.9PSNR
8
IXI T1-weighted MRI (test)
0.734Pearson Correlation Coefficient
7
IXI
68.3Dice (Cortical)
7
IXI PD→T2
35.009PSNR
7
IXI x4 acceleration 256x256 brain MRIs (test)
35.11Radial PSNR
7
IXI x2 acceleration 256x256 brain MRIs (test)
40.43Radial PSNR
7
IXI T1-weighted
40.33Axial PSNR
7
IXI TransMorph (test)
0.818Dice Score
7
IXI 100 HR T1 scans
0.803SSIM
7
IXI
92.2Modality Accuracy
6
IXI
37.33ROUGE
6
IXI T2→T1
0.82SSIM
6
IXI
34.81PSNR
6
IXI PD-w to T2-w (test)
87.9Dice (DSC)
6
IXI T2-w to PD-w (test)
0.808Dice Coefficient
6
IXI T2-w to PD-w (test)
36.45PSNR (dB)
6
IXI
79.5Accuracy
5
IXI (test)
27.97PSNR
5
IXI (Avg)
33.65PSNR
4
IXI
92SSIM
4
IXI
97DSC
4
IXI PD-w (test)
90Dice
4
IXI T2-w (test)
90.6Dice
4
IXI T1-w (test)
91.3Dice
4