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