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Benchmarks
Unconditional 3D Volume Generation on BraTS GLI unconditional 128^3
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0.066
FID
LiFT-U
-3.17376
18.69462
40.563
62.43138
May 18, 2026
FID
MS-SSIM
Updated 2mo ago
Evaluation Results
Method
Method
Links
FID
MS-SSIM
LiFT-U
Inference mem. (GB)=0....
2026.05
0.066
54.3
WDM
Inference mem. (GB)=2....
2026.05
0.154
88.8
WDM (WavU-Net)
Inference mem. (GB)=2....
2026.05
0.259
87.9
HA-GAN
Inference mem. (GB)=2....
2026.05
0.785
90.5
3D LDM
Inference mem. (GB)=9....
2026.05
1.394
92.6
3D DDPM
Inference mem. (GB)=6....
2026.05
1.402
87.6
2.5D LDM
Inference mem. (GB)=6....
2026.05
81.06
57.9
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