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MRI Dataset

Benchmarks

Task NameDataset NameSOTA ResultTrend
Gaussian DenoisingMRI Dataset (test)
PSNR35.41
20
Multi-Image Super-Resolution100 subjects MRI dataset Axial, Coronal & Sagittal
PSNR35.98
15
Multi-Image Super-Resolution100 subjects MRI dataset Axial & Coronal
PSNR34.97
15
Single-Image Super-Resolution100 subjects MRI dataset Axial
PSNR33.08
15
ODF field estimation6-session average MRI dataset (test)
FSIM (GFA)0.66
6
Glioma tumor growth predictionMRI dataset 379 patients (test)
Test Loss24.1
3
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