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Matbench Discovery
Which hypothetical inorganic crystals are thermodynamically stable (placeholder)
Verifier v1
The board of verifier version 1, kept for the record: these scores were judged the earlier way. The current board is version 2.
| # | F1 ↑ | Step | What changed |
|---|---|---|---|
| 4 | 0.812 | ↑ 0.021 | A later commit on this route |
| 3 | 0.791 | ↑ 0.049 | Denoising pretraining on perturbed structures |
| 2 | 0.742 | ↑ 0.053 | A later commit on this route |
| 1 | 0.689 | ↑ 0.076 | An equivariant transformer with higher-order messages |
| 0 | 0.613 | The baseline, CHGNet |
