Chili
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | Chili (test) | Accuracy79.47 | 15 | |
| Atom Classification | CHILI-100K | F1 Score57.2 | 6 | |
| Absolute Position Prediction | CHILI-100K | MAE16.182 | 6 | |
| xPDF Prediction | CHILI-100K | MSE0.011 | 6 | |
| Space Group Classification | CHILI-100K | F1 Score21.6 | 6 | |
| Crystal System Classification | CHILI 100K | F1 Score0.477 | 6 | |
| Edge Attribute Prediction | CHILI-100K | MSE0.03 | 6 | |
| Atom Classification | CHILI-3K | F1 Score65.7 | 6 | |
| Absolute Position Prediction | CHILI-3K | MAE16.575 | 6 | |
| SAXS Prediction | CHILI-3K | MSE0.006 | 6 | |
| Space Group Classification | CHILI 3K | F1 Score96.6 | 6 | |
| Crystal System Classification | CHILI-3K | F1 Score99.5 | 6 | |
| Edge Attribute Prediction | CHILI-3K | MSE (Edge Attribute)0.015 | 6 | |
| XRD Prediction | CHILI-100K | MSE0.006 | 5 | |
| SAXS Prediction | CHILI-100K | MSE0.007 | 5 | |
| xPDF Prediction | CHILI-3K | MSE0.01 | 5 | |
| Pairwise preference prediction | CHiLi NM simulated (test) | Accuracy90.37 | 4 | |
| Pairwise preference prediction | CHiLi M simulated (test) | Accuracy96.29 | 4 | |
| XRD Prediction | CHILI-3K | MSE0.007 | 4 |
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