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ResearchFormerly WizWand

Crystal Generation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

LeMat-GenBench (MP20)

97.2Validity

38

May 19, 2026

MP-20 evaluated with eq-V2, E_hull < 0.0 (test)

15.4Stability

13

May 29, 2026

77.7S Score

12

May 15, 2026

MP-20 evaluated with CHGNet, E_hull < 0.0 (test)

19.8Stability

8

May 29, 2026

MP-20 Metastability, Ehull < 0.1

81Metastable Rate

6

May 29, 2026

13Stability

6

May 29, 2026

ALM Bench (test)

0.423Application Score

4

Jun 23, 2026

Alex-MP-20 MP2020correction (test)

Composable Crystals

94.8Validity (V)

3

May 15, 2026

Base model w/ Crys-JEPA

78.6S Score

3

May 29, 2026

Inorganic Crystals

0.21e.a.h.

2

May 19, 2026