Image Reconstruction on ImageNet-1K (full set)
33.08PSNRUAE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UAEType=Continuous, Ratio=14, Resolution=256x256, Backbone=DINOv2-L2025.12 | 33.08 | 0.94 | 0.16 | |
| UniFlowType=Continuous, Ratio=14, Resolution=256x256, Backbone=DINOv2-L2025.12 | 32.32 | 0.91 | 0.17 | |
| Flux-VAEType=Continuous, Ratio=8, Resolution=256x2562025.12 | 31.07 | 0.89 | 0.17 | |
| UAEType=Continuous, Ratio=14, Resolution=256x256, Backbone=DINOv2-B2025.12 | 29.65 | 0.88 | 0.19 | |
| SD3-VAEType=Continuous, Ratio=8, Resolution=256x2562025.12 | 29.58 | 0.86 | 0.21 | |
| SD-VAEType=Continuous, Ratio=8, Resolution=256x2562025.12 | 25.68 | 0.72 | 0.75 | |
| SD-VAE-EMAType=Continuous, Ratio=8, Resolution=256x2562025.12 | 24.99 | 0.71 | 0.63 | |
| UniLIPType=Continuous, Ratio=32, Resolution=256x2562025.12 | 22.99 | 0.75 | 0.79 | |
| DualViTokType=Discrete, Ratio=16, Resolution=256x2562025.12 | 22.53 | 0.74 | 1.37 | |
| TokenFlowType=Discrete, Ratio=16, Resolution=256x2562025.12 | 21.41 | 0.69 | 1.37 | |
| RAEType=Continuous, Ratio=14, Resolution=256x256, Backbone=DINOv2-B2025.12 | 18.05 | 0.5 | 2.04 | |
| EMU2Type=Continuous, Ratio=14, Resolution=256x2562025.12 | 13.49 | 0.42 | 3.27 |