| # Evaluation Protocol | |
| Models are evaluated using three standard configurations. | |
| ## Single-Dataset Evaluation | |
| Train and evaluate on the same dataset. | |
| Measures regime-specific performance. | |
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| ## Cross-Regime Transfer | |
| Train on one regime and evaluate on another. | |
| Measures ability to generalize stability reasoning. | |
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| ## Multi-Regime Training | |
| Train on multiple datasets simultaneously. | |
| Evaluate whether the model can learn shared stability representations. |