LDCT
Benchmarks
TaskDatasetSOTA resultTrendResults
LDCT Average across Unseen Clients forward-projected (test)
39.17PSNR
13
LDCT Unseen Client #4 forward-projected (test)
41.7PSNR
13
LDCT Unseen Client #3 forward-projected (test)
35.27PSNR
13
LDCT Unseen Client #2 forward-projected (test)
39.31PSNR
13
LDCT Unseen Client #1 forward-projected (test)
41.26PSNR
13
LDCT
31.748PSNR
11
LDCT native resolution (patient-wise test)
31.43PSNR
10
LDCT
30Inference Time (s)
9
LDCT MMWHS to LDCT cross-domain (test)
4.7MAE
9
LDCT 15 views (test)
35.66PSNR
5
LDCT 30 views (test)
39.73PSNR
5
LDCT abdomen slices
45.98PSNR
4
RibFrac to LDCT cross-domain (test)
10.5MAE
3