MatBench Glass (metallic-glass formation) matbench-glass Leaderboard
MatBench Glass — predict whether a metallic composition will form a glass on rapid cooling (5,680 samples, binary classification). Composition-only input. ROC AUC is matbench's headline metric for this task; higher is better. · Metric: mean ROC AUC (higher is better)
| # | Model | mean ROC AUC | Paper |
|---|---|---|---|
| 1 | MODNet (v0.1.12) | 0.96 | link |
| 2 | AMMExpress v2020 | 0.86 | link |
| 3 | RF-SCM/Magpie | 0.86 | link |
| 4 | MODNet (v0.1.10) | 0.81 | link |
| 5 | gptchem | 0.78 | link |
| 6 | Darwin | 0.77 | link |
| 7 | Dummy | 0.50 | link |