Weight space generation on ShapeNet Airplane
1.89mMDmLoRA-Asym
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| mLoRA-AsymType=Multiplicative, Masking=Asymmetric2025.12 | 1.89 | 43.4 | 71.9 | 0.011 | 0.003 | 0.041 | |
| mLoRAType=Multiplicative2025.12 | 1.96 | 46.2 | 70.5 | 0.049 | 0.025 | 0.359 | |
| HyperDiffusion2025.12 | 2.39 | 43.6 | 78.2 | 0.027 | 0.009 | 0.122 | |
| MLP-AsymMasking=Asymmetric2025.12 | 2.8 | 44.8 | 80.9 | 0.041 | 0.018 | 0.254 | |
| LoRA2025.12 | 116.4 | 3.1 | 99.9 | 1.553 | 0.669 | 7.163 | |
| LoRA-AsymMasking=Asymmetric2025.12 | 270.6 | 2 | 100 | 1.532 | 0.823 | 7.931 |