Commonsense benchmark scores are task-dependent predictors of downstream performance: they transfer reliably only to a few tasks (False Beliefs, TRIP), and revised benchmarks do not improve criterion validity.
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Benchmarking the Benchmarks: Testing the Predictive Validity of Commonsense Benchmarks
Commonsense benchmark scores are task-dependent predictors of downstream performance: they transfer reliably only to a few tasks (False Beliefs, TRIP), and revised benchmarks do not improve criterion validity.