Weight Space Generation on ShapeNet Multi
5.52mMDmLoRA-Asym
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| mLoRA-AsymType=Multiplicative, Masking=Asymmetric2025.12 | 5.52 | 49.6 | 58.6 | 0.026 | 0.004 | 0.04 | |
| mLoRAType=Multiplicative2025.12 | 5.75 | 46.4 | 61.9 | 0.071 | 0.011 | 0.123 | |
| MLP-AsymMasking=Asymmetric2025.12 | 7.77 | 46.5 | 74 | 0.085 | 0.016 | 0.157 | |
| HyperDiffusion2025.12 | 8.64 | 41.6 | 78.3 | 0.117 | 0.023 | 0.219 | |
| LoRA2025.12 | 152.9 | 10.9 | 99.1 | 1.014 | 0.319 | 2.501 | |
| LoRA-AsymMasking=Asymmetric2025.12 | 210 | 1.2 | 100 | 1.241 | 0.437 | 2.987 |