Claude finds 36% more benchmark mentions in a rerun, exposing gaps in eval reporting standards

evijit · x · 2026-11-13

Jason Wei notes his initial scan missed many evals: having Claude search harder surfaced 36% more benchmark mentions, though it still misses fancy-UI blog posts and long PDFs — joking that we need a benchmark for benchmark benchmarking. Quoting evijit says their ICML paper EvalEval relied on manual annotation and actually reading all tech reports, arguing the eval reporting landscape needs common-sense community standards like EEE.

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