| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Inverse Design (Shear Modulus) | a-SiO2 (test) | MAE2.67 | 14 | |
| Charge Balance Evaluation | a-SiO2 | P(Q=0)100 | 12 | |
| Inverse Design | a-SiO2 (test) | MAE0.16 | 12 | |
| Inverse Design (Ring Size Distribution) | a-SiO2 (test) | MAE (Ring Size Distribution)0.14 | 9 | |
| Crystal Generation (RSD conditioning) | a-SiO2 | T1k (min)23.25 | 6 | |
| Crystal Generation (G conditioning) | a-SiO2 | T1k22.93 | 6 |