BWhat changed
Combined synthetic and realistic English/Chinese tasks in retrieval, code, mathematics, novels and dialogue to test models beyond the usual short long-context benchmarks.
Scientific scope
Combined synthetic and realistic English/Chinese tasks in retrieval, code, mathematics, novels and dialogue to test models beyond the usual short long-context benchmarks. The average exceeds 100K tokens; not every task or example does. Lengths and difficulty vary substantially, and input plus output lengths are separately reported. Capability is task- and metric-specific, not guaranteed for arbitrary 100K-token inputs.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. The average exceeds 100K tokens; not every task or example does. Lengths and difficulty vary substantially, and input plus output lengths are separately reported. Capability is task- and metric-specific, not guaranteed for arbitrary 100K-token inputs.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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