Allen AI benchmark clarified: long-context eval for state-tracking tasks

lambdaviking · x · 2026-11-04

The author clarifies the benchmark is a long-context evaluation similar to RULER but for state-tracking tasks: solving a deterministic synthetic task over many inputs without reasoning tokens. Because the benchmark is fully deterministic (ignoring hardware nondeterminism), no oracle-max/pass@k style metrics were reported.

Related event: Ai2's StateBench: Frontier Models Drop Below 13% on Long-Context State Tracking(17 posts)→

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