MRI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MRI Bidirectional T2/FLAIR translation average
25.38PSNR
8
MRI FLAIR to T2 sequence translation
25.78PSNR
8
MRI (Magnetic Resonance Imaging)
6.32rFID
8
T1w MRI
30.55PSNR (dB)
7
MRI 30% sampling ratio
40.67PSNR (dB)
7
MRI 25% sampling ratio small (train)
38.8PSNR (dB)
7
MRI 20% sampling ratio
37.54PSNR (dB)
7
MRI 15% sampling ratio small (train)
34.9PSNR (dB)
7
MRI 10% sampling ratio
32.13PSNR (dB)
7
Client 4 MRI (test)
0.709Dice (Myo)
7
mRi (test)
0.47MAE
7
MRI sigma=0.25
36.1PSNR
7
MRI (sigma=0.20)
37.2PSNR
7
MRI sigma=0.15
38.55PSNR
7
MRI sigma=0.10
39.2PSNR
7
MRI sigma=0.05
40.53PSNR
7
MRI Set2 (10% sampling)
27.1SNR (dB)
7
MRI Set1 20% sampling
27.41SNR (dB)
7
MRI Set1 (10% sampling)
24.1SNR (dB)
7
MRI
0.106Interval Length
6
MRI
0.001MSE
6
MRI Transitional Zone
0.11DSC
6
MRI Peripheral Zone
2.79DSC
6
MRI (5-fold cross-validation)
98.3F1-macro
5
MRI
99.99RGA
5