Text-to-structure generation on Geometries 2000
96.1R2-square (Young's modulus)PropDiff-TMG
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PropDiff-TMGInput=Text, Method (Architecture)=Diffusion2026.06 | 96.1 | 91 | 70.81 | 69.36 | 3.95 | 92.8 | 95.6 | |
| BaselineInput=Text, Method (Architecture)=Diffusion2026.06 | 84.9 | 89.59 | 186.54 | 58.56 | 6.94 | 77.2 | 88.6 | |
| Txt2Microstruct-NetInput=Text, Method (Architecture)=VAE2026.06 | 77.3 | 86.95 | 72.08 | 55.99 | 9.32 | 79.5 | 77.1 | |
| PropDiff-TMGInput=Text, Framework=Diffusion2026.06 | 1.75 | — | — | — | — | 1.06 | 1.03 | |
| Txt2Microstruct-NetInput=Text, Framework=VAE2026.06 | 1.18 | — | — | — | — | 1.63 | 3.48 |