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Benchmarks
Image Tokenization on ImageNet-1K 512 x 512 (test)
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0.017
FID
Flux.1
-0.06208
0.47171
1.0055
1.53929
Apr 2, 2026
FID
PSNR
SSIM
Updated 16d ago
Evaluation Results
Method
Method
Links
FID
PSNR
SSIM
Flux.1
Tokenizer Type=Continuous
2026.04
0.017
37.69
96.3
Ours VAE
Tokenizer Type=Continuous
2026.04
0.017
39.15
96.6
SDXL
Tokenizer Type=Continuous
2026.04
0.188
30.35
83.5
Cosmos-CI16 x 16
Tokenizer Type=Continuous
2026.04
0.356
28.6
78.26
Ours VAE + 1D Tokenizer
Tokenizer Type=Discrete
2026.04
0.432
24.61
75.9
LlamaGen
Tokenizer Type=Discrete
2026.04
0.839
23.96
66.4
Show-o
Tokenizer Type=Discrete
2026.04
1.183
24.2
68
Cosmos-DI16 x 16
Tokenizer Type=Discrete
2026.04
1.215
23.76
64.5
SVG-T2I
Tokenizer Type=Continuous
2026.04
1.994
20.6
58.7
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