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ResearchFormerly WizWand

Lung CT Synthesis

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Lung CT (synthetic sample set)

0.395MS-SSIM (Full Range)

14

Mar 25, 2026

0.747Precision (Full-range)

13

Mar 25, 2026

LIDC-IDRI ([100, 1000])

71.3FID

13

Mar 25, 2026

LIDC-IDRI ([30, 70])

73.1FID

13

Mar 25, 2026

LIDC-IDRI [−500, −200]

52.9FID

13

Mar 25, 2026

LIDC-IDRI [−950, −700]

75.8FID

13

Mar 25, 2026

LIDC-IDRI (Full-range)

66.8FID

13

Mar 25, 2026

multi-head VQVAE

0.046MMD (Full Range)

13

Mar 25, 2026

35.4Recall (Full-range)

13

Mar 25, 2026