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Counterfactual Subset-Utility Evaluation on BasicSkills Common Knowledge

0.312Spearman Correlation (ρ)GRASP
0.048880.117190.18550.25381Jun 5, 2026

Evaluation results

MethodLinks
GRASPEvaluation Protocol=Linear Datamodeling Score (LDS), Model Architecture=50M-parameter causal decoder-only Transformer2026.060.31297.3
TracInEvaluation Protocol=Linear Datamodeling Score (LDS), Model Architecture=50M-parameter causal decoder-only Transformer2026.060.11465.6
BM25Evaluation Protocol=Linear Datamodeling Score (LDS), Model Architecture=50M-parameter causal decoder-only Transformer2026.060.06252
TRAKEvaluation Protocol=Linear Datamodeling Score (LDS), Model Architecture=50M-parameter causal decoder-only Transformer2026.060.05955.1