Rethink reporting of evaluation results in AI.

Burnell, Ryan; Schellaert, Wout; Burden, John; Ullman, Tomer D; Martinez-Plumed, Fernando; Tenenbaum, Joshua B; Rutar, Danaja; Cheke, Lucy G et al. · Science · 2023

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Abstract

Aggregate metrics and lack of access to results limit understanding.