Crystal Generation on MP-20
77.7S ScoreCrys-JEPA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Crys-JEPABase Model=Base model, Pipeline=Screening-and-Refinement2026.05 | 77.7 | 79.1 | 44.2 | 44.1 | 48.1 | 47.9 | |
| ADiT2026.05 | 69.5 | 58.9 | 30.3 | 27.2 | — | — | |
| Base modelRefinement=None2026.05 | 48.4 | 78 | 27.8 | 23.3 | — | — | |
| MatterGen2026.05 | 47 | 86.6 | 34.6 | 29.2 | 30.8 | 26.4 | |
| SGEquiDiff2026.05 | 46.5 | 74.8 | 23.5 | 20 | — | — | |
| DiffCSP2026.05 | 45.9 | 83.6 | 30.9 | 25.6 | — | — | |
| FlowMM2026.05 | 40.8 | 83.1 | 25.3 | 21 | — | — | |
| DiffCSP++2026.05 | 39.7 | 82.8 | 23.8 | 20.3 | — | — | |
| FlowLLM2026.05 | 36.5 | 86.4 | 25.1 | 21.3 | — | — | |
| CrysLLMGenModel size=7B2026.05 | 35.1 | 87.4 | 22.9 | 20.4 | — | — | |
| SymmCD2026.05 | 34.7 | 85.1 | 19 | 15.7 | — | — | |
| CDVAE2026.05 | 29.9 | 96.5 | 27 | 22.8 | — | — |