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Benchmarks
Medical Image Synthesis on BraTS plus UCSF-PDGM, TCGA-GBM, TCGA-LGG, and Rembrandt cohorts 2021 (test)
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77.9
Dice
Reference
32.66
44.405
56.15
67.895
Mar 4, 2026
Dice
FID
KID
MS-SSIM
Updated 1mo ago
Evaluation Results
Method
Method
Links
Dice
FID
KID
MS-SSIM
Reference
2026.03
77.9
0.33
0.001
-
TumorFlow
2026.03
73.9
2.125
0.02
67.5
DDPM
Architecture=U-Net
2026.03
57.9
11.221
0.083
64.8
OT-FM
Architecture=ViT
2026.03
57.2
2.54
0.026
67.5
Med-DDPM
2026.03
34.4
106.246
1.618
58.8
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