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ResearchFormerly WizWand

Image Reconstruction on ImageNet 256x256 (test val)

0.35rFIDSSDD-XL
0.32160.51330.7050.8967Oct 6, 2025
Updated 4mo ago

Evaluation results

MethodLinks
SSDD-XLDecoder Parameters (#D)=153.8M, Encoder=f8c4, Distillation strategy=single-step distilled2025.100.350.052
SSDD-LDecoder Parameters (#D)=85.2M, Encoder=f8c4, Distillation strategy=single-step distilled2025.100.360.053
ε-VAE (H)Decoder Parameters (#D)=355.6M, Encoder=f8c42025.100.38—
SSDD-MDecoder Parameters (#D)=48.0M, Encoder=f8c4, Distillation strategy=single-step distilled2025.100.390.055
SSDD-BDecoder Parameters (#D)=20.2M, Encoder=f8c4, Distillation strategy=single-step distilled2025.100.420.058
ε-VAE (XL)Decoder Parameters (#D)=140.6M, Encoder=f8c42025.100.43—
ε-VAE (L)Decoder Parameters (#D)=89.0M, Encoder=f8c42025.100.45—
SSDD-SDecoder Parameters (#D)=13.4M, Encoder=f8c4, Distillation strategy=single-step distilled2025.100.460.06
ε-VAE (M)Decoder Parameters (#D)=49.3M, Encoder=f8c42025.100.47—
ε-VAE (B)Decoder Parameters (#D)=20.6M, Encoder=f8c42025.100.52—
Consistency decoderDecoder Parameters (#D)=625.1M, Encoder=f8c42025.100.80.065
KL-VAEDecoder Parameters (#D)=47.2M, Encoder=f8c42025.100.870.065
DiTo-XL + LPIPSDecoder Parameters (#D)=592.2M, Encoder=f8c42025.101.060.077