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Super-resolution on BraTS (val)
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37.87
PSNR (dB)
MedVAE-AE
22.9356
26.8128
30.69
34.5672
Apr 14, 2026
PSNR (dB)
MS-SSIM
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR (dB)
MS-SSIM
LPIPS
MedVAE-AE
Type=Upper-bound oracl...
2026.04
37.87
100
0.014
Bicubic
Split=Validation (n=700)
2026.04
29.91
98
0.218
SwinIR
Split=Validation (n=700)
2026.04
28.38
97.4
0.077
ESRGAN
Split=Validation (n=700)
2026.04
27.45
96.2
0.098
MedVAE SR
Split=Validation (n=700)
2026.04
26.42
93.6
0.088
SD-VAE SR
Split=Validation (n=700)
2026.04
23.51
87.1
0.097
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