Brain MRI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Brain MRI Cross-Age 1.0 (test)
75.8HC Score
6
Brain MRI Cross-Site 1.0 (test)
70HC Score
6
Brain MRI Cross-Sequence 1.0 (test)
70.3Score (HC)
6
Brain MRI (Tumor ROI)
3.982Tumor NMSE
5
Brain MRI (test)
67ROUGE
5
Brain MRI
31.69PSNR
5
Brain MRI (test)
72.6Dice
5
Brain MRI First Experiment (unsupervised)
75.5Dice Coefficient
5
Brain MRI Radiology
0CER
4
Brain MRI (test)
63Accuracy
4
Brain MRI (test)
6.89Mean Inference Time (s)
4
Brain MRI 6x acc.
31.34PSNR
4
Brain MRI Inter-subject Cross-contrast (n=24)
0.083PMM Mean
4
Brain MRI Inter-subject Same-contrast (n=24)
0.089PMM Mean
4
Brain MRI Same-subject Cross-contrast (n=24)
0.168Mean PMM
4
Brain MRI dataset T1w
88.4Accuracy
4
Brain MRI 256x256x256
2.94Average Runtime (s)
4
Brain MRI 32 anatomical structures (test)
94Dice
3
Brain MRI (test)
31.27PSNR
3
Brain MRI 256x256x256
2.94Avg Runtime (sec)
3
Brain MRI dataset (test)
0P-Value
3
Brain MRI Multi SPO sampling (test)
43.75PSNR
3
Brain MRI Single SPO sampling (test)
42.77PSNR
3
Brain MRI Variable density sampling (test)
42.24PSNR
3
Brain MRI 256x256x256
2.94Average Runtime (sec)
2