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Matbench Discovery
Which hypothetical inorganic crystals are thermodynamically stable (placeholder)
Verifier v2
| # | F1 ↑ | Step | What changed |
|---|---|---|---|
| 4 | 0.836 | ↑ 0.029 | A later commit on this route |
| 3 | 0.807 | ↑ 0.007 | Five seeds, abstaining near the hull by their spread |
| 2 | 0.8 | ↑ 0.07 | Denoising pretraining on perturbed structures |
| 1 | 0.73 | ↑ 0.129 | An equivariant transformer with higher-order messages |
| 0 | 0.601 | The baseline, CHGNet |
