Inverse Material Design on 2D microstructural dataset J1 guiding (test)
50FractionLoss-Guided Diffusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Loss-Guided DiffusionTarget K*=168.5†, Relative error margin (epsilon_r)=< 5%2026.02 | 50 | 45.8 | |
| Loss-Guided DiffusionTarget K*=86.6, Relative error margin (epsilon_r)=< 5%2026.02 | 27.8 | 32.1 | |
| Loss-Guided DiffusionTarget K*=250.4, Relative error margin (epsilon_r)=< 5%2026.02 | 19.5 | 12.7 | |
| Loss-Guided DiffusionTarget K*=168.5†, Relative error margin (epsilon_r)=< 1%2026.02 | 11 | 17.1 | |
| Loss-Guided DiffusionTarget K*=332.2†, Relative error margin (epsilon_r)=< 5%2026.02 | 10.7 | 7.5 | |
| Loss-Guided DiffusionTarget K*=86.6, Relative error margin (epsilon_r)=< 1%2026.02 | 5.2 | 9.7 | |
| Loss-Guided DiffusionTarget K*=250.4, Relative error margin (epsilon_r)=< 1%2026.02 | 4.3 | 3.8 | |
| Loss-Guided DiffusionTarget K*=332.2†, Relative error margin (epsilon_r)=< 1%2026.02 | 3.3 | 3.6 | |
| Loss-Guided DiffusionTarget K*=4.8†, Relative error margin (epsilon_r)=< 5%2026.02 | 3.3 | 5.6 | |
| Loss-Guided DiffusionTarget K*=4.8†, Relative error margin (epsilon_r)=< 1%2026.02 | 0.3 | 0.8 |