Image Reconstruction on ImageNet 128x128 (test val)
0.81rFIDSSDD-XL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSDD-XLDecoder Parameters (#D)=153.8M, Encoder=f8c4, Distillation strategy=single-step distilled2025.10 | 0.81 | 0.052 | |
| SSDD-LDecoder Parameters (#D)=85.2M, Encoder=f8c4, Distillation strategy=single-step distilled2025.10 | 0.88 | 0.054 | |
| ε-VAE (H)Decoder Parameters (#D)=355.6M, Encoder=f8c42025.10 | 1 | — | |
| SSDD-MDecoder Parameters (#D)=48.0M, Encoder=f8c4, Distillation strategy=single-step distilled2025.10 | 1.04 | 0.056 | |
| ε-VAE (XL)Decoder Parameters (#D)=140.6M, Encoder=f8c42025.10 | 1.34 | — | |
| ε-VAE (L)Decoder Parameters (#D)=89.0M, Encoder=f8c42025.10 | 1.47 | — | |
| SSDD-BDecoder Parameters (#D)=20.2M, Encoder=f8c4, Distillation strategy=single-step distilled2025.10 | 1.48 | 0.059 | |
| ε-VAE (M)Decoder Parameters (#D)=49.3M, Encoder=f8c42025.10 | 1.58 | — | |
| SSDD-SDecoder Parameters (#D)=13.4M, Encoder=f8c4, Distillation strategy=single-step distilled2025.10 | 1.89 | 0.061 | |
| ε-VAE (B)Decoder Parameters (#D)=20.6M, Encoder=f8c42025.10 | 1.94 | — |