Material Property Optimization (Formation Energy) on MP-20
-0.99EformCliqueFlowmer-Top
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CliqueFlowmer-TopSelection strategy=Top-k MBO, Relaxation method=M3GNet, Stability criterion=strictly stable2026.03 | -0.99 | 13.6 | 13.4 | -1.06 | |
| CliqueFlowmerRelaxation method=M3GNet, Stability criterion=strictly stable2026.03 | -0.81 | 14.5 | 14.4 | -0.65 | |
| DiffCSPRelaxation method=M3GNet, Stability criterion=strictly stable2026.03 | 0.59 | 19.2 | 18.6 | 1.02 | |
| MatterGenRelaxation method=M3GNet, Stability criterion=strictly stable2026.03 | 0.6 | 18.5 | 17.6 | 0.98 | |
| DiffCSP++Relaxation method=M3GNet, Stability criterion=strictly stable2026.03 | 0.65 | 19.8 | 18.5 | 1.1 | |
| CrystalFormerRelaxation method=M3GNet, Stability criterion=strictly stable2026.03 | 0.71 | 14.1 | 12.8 | 1.06 |