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d0175ca | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 | # Clarus Stability Score (CSS)
The Clarus benchmark uses a unified score to compare model performance.
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# CSS Definition
CSS is defined as the mean F1 score across all datasets.
CSS = mean(F1_i)
where F1_i is the F1 score for dataset i.
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# Transfer Stability Score (TSS)
To evaluate reasoning transfer:
TSS = mean(F1_transfer)
Where F1_transfer measures performance when the training dataset differs from the testing dataset.
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# Interpretation
High CSS indicates strong performance across regimes.
High TSS indicates the model has learned **stability reasoning rather than dataset-specific patterns**. |