| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MEG (test) | AMShortcut | MAE1.32 | 174 | 2mo ago | |
| Nanophotonics structures | DEN | Designable Volume40 | 27 | 1mo ago | |
| Bennett 4R (val) | MaxPool+AttnPool | Parameter MAE0.26 | 13 | 3mo ago | |
| a-SiO2 (test) | AMGENC | MAE0.16 | 12 | 2mo ago | |
| Materials Discovery In-Domain | ARIA-SEARCH | Overall Score52 | 8 | 1mo ago | |
| Catalytic materials dataset | QE-Catalytic-V2 (Unified) | Success Rate84.2 | 8 | 2mo ago | |
| Materials Discovery Out-of-Domain | ARIA-FULL | Overall Score51.3 | 7 | 1mo ago | |
| 2D problem | Conditional diffusion model | Fraction (Error < 1%)13 | 5 | 5mo ago |
