Weight Space Generation on FFHQ 2D
0.073FDmLoRA-Asym
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| mLoRA-Asymmultiplicative_lora=true, hierarchical_encoder=true, asymmetric_mask=true2025.12 | 0.073 | 0.039 | 0.467 | |
| mLoRAmultiplicative_lora=true, hierarchical_encoder=true2025.12 | 0.1 | 0.056 | 0.674 | |
| HyperDiffusionarchitecture=Diffusion-based2025.12 | 0.241 | 0.158 | 1.887 | |
| LoRA-Asymadditive_lora=true, asymmetric_mask=true2025.12 | 0.269 | 0.157 | 1.877 | |
| MLP-Asymasymmetric_mask=true, initialization=fine-tuning from single instance2025.12 | 0.287 | 0.203 | 2.423 | |
| LoRAadditive_lora=true2025.12 | 0.321 | 0.169 | 2.018 |