Matbench-Discovery
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Stability Prediction | Matbench-Discovery unique structure prototypes | F1 Score84.7 | 26 | |
| Material discovery | Matbench Discovery MPtrj | F1 Score86.3 | 12 | |
| Materials Discovery | Matbench Discovery | F1 Score93.1 | 11 | |
| Material Discovery | Matbench-Discovery non-compliant full (test) | F1 Score90.3 | 10 | |
| Material Discovery | Matbench-Discovery 10k most stable | F1 Score98.8 | 10 |
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