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Benchmarks
Missing Modality Imputation on Brain MRI T1w, T2w, T2f → T1c
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23.52
PSNR
UniBrain
21.4504
21.9877
22.525
23.0623
Jun 15, 2026
PSNR
SSIM
Top-1 Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
Top-1 Accuracy
UniBrain
Architecture=Unified M...
2026.06
23.52
87.25
76.6
MM-GAN
Architecture=GAN
2026.06
23.4
87.02
60.19
ResViT
Architecture=GAN
2026.06
23
87.35
61.7
UniBrain
Architecture=Unified M...
2026.06
22.26
86.17
74.47
M2DN
Architecture=Diffusion
2026.06
22.05
78.2
61.7
UniMedVL
Architecture=Unified M...
2026.06
21.53
65.99
56.74
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