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InfiniteBench: evaluation on contexts averaging beyond 100K tokens

Combined synthetic and realistic English/Chinese tasks in retrieval, code, mathematics, novels and dialogue to test models beyond the usual short long-context benchmarks.

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Combined synthetic and realistic English/Chinese tasks in retrieval, code, mathematics, novels and dialogue to test models beyond the usual short long-context benchmarks.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

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.

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People and systems

Xinrong Zhang; Yingfa Chen; Shengding Hu; Zihang Xu; Junhao Chen; Moo Khai Hao; Xu Han; Zhen Leng Thai; Shuo Wang; Zhiyuan Liu; Maosong Sun

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.

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English catalogue narrative

InfiniteBench: evaluation on contexts averaging beyond 100K tokens

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

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.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Xinrong Zhang; Yingfa Chen; Shengding Hu; Zihang Xu; Junhao Chen; Moo Khai Hao; Xu Han; Zhen Leng Thai; Shuo Wang; Zhiyuan Liu; Maosong Sun

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.

Original sources