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Benchmarks
Image Reconstruction on MNIST (val)
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0.0062
L1 Loss
LooC
0.00562
0.009535
0.01345
0.017365
Jan 1, 2026
L1 Loss
LPIPS
rFID
SSIM
PSNR
Updated 4d ago
Evaluation Results
Method
Method
Links
L1 Loss
LPIPS
rFID
SSIM
PSNR
LooC
K x d*=256 x 4
2026.01
0.0062
0.0058
1.31
99.76
37.58
LooC
K x d*=32 x 4
2026.01
0.0082
0.0083
1.7
99.61
35.15
CVQ-VAE
K x d*=1024 x 128
2026.01
0.018
0.0222
1.8
98.33
27.87
SQ-VAE
K x d*=1024 x 128
2026.01
0.0197
0.0256
3.05
98.19
27.49
HVQ-VAE
K x d*=1024 x 128
2026.01
0.0202
0.027
3.17
97.9
26.9
VQ-VAE
K x d*=1024 x 128
2026.01
0.0207
0.0282
3.43
97.77
26.48
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