Matbench Discovery
Which hypothetical inorganic crystals are thermodynamically stable (placeholder)
| 1 | --- |
| 2 | issue: 2 |
| 3 | status: done |
| 4 | tags: training, data |
| 5 | --- |
| 6 | # denoise-pretrain |
| 7 | |
| 8 | Denoising pretraining on perturbed structures. |
| 9 | |
| 10 | ## What happened |
| 11 | |
| 12 | - 2026-09-26: 0.791 F1 (+0.178 on the baseline) |
| 13 | - 2026-09-30: 0.776 F1 (+0.163 on the baseline) |
| 14 | - 2026-10-04: 0.812 F1 (+0.199 on the baseline) |
| 15 | |
| 16 | ## Next |
| 17 | |
| 18 | An ensemble with uncertainty. |