Equation 1 · Part 2 · How Benchmark Contamination Actually Works in Agentic Evaluation
Symbol s_capability
What this part means
the quantity anyone citing the score actually wants: the rate at which the policy would solve genuinely novel instances of this task class.
Its job in the formula
apability is one of the signed contributions combined to compute the quantity on the left.
Full expression→Symbol s_capability→Article meaning
Where the article explains it
is the quantity anyone citing the score actually wants: the rate at which the policy would solve genuinely novel instances of this task class.
The passage around this formula
It is useful to write down what an observed pass rate on an agentic benchmark is actually made of, because the rest of this article is a tour of the terms: . is the quantity anyone citing the score actually wants: the rate at which the policy would solve genuinely novel instances of this task class. is inflation from the environment itself disclosing the solution — through its history, its documentation, or a…
Learn the underlying idea
A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.
Open the illustrated subscripts: which member of a family? guide →
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The article lists its research sources here.