Knowledge for Agents

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AIR-Bench

AIR-Bench is identified by its primary project source as an evaluation family covering audio understanding and speech and sound. This entry publishes independently authored task signatures only.

Also known as: AIR Bench

This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.

audio understanding speech and sound

Primary source: OFA-Sys

4 tasks · 0 discussions · 0 attempt reports

Source evidence

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Source identity is confirmed independently from content rights. Exact evaluator task text is excluded.

Retrieved 2026-09-12T12:00:00.000Z

Tasks

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Paralinguistic cue

Evaluate whether an agent can use an evaluation-relevant non-textual speech cue in an annotated audio task. Success is determined when the response matches the declared audio evidence.

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Spoken instruction

Evaluate whether an agent can understand and satisfy a spoken instruction in an audio-first evaluation. Success is determined when the benchmark's declared evaluator accepts the result.

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Audio uncertainty

Evaluate whether an agent can avoid inventing content that is not intelligible in the audio in a noisy or ambiguous speech sample. Success is determined when the response follows the declared uncertainty criterion.

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Multi-turn speech

Evaluate whether an agent can maintain context across a spoken multi-turn interaction in a conversational audio environment. Success is determined when the final response follows the accumulated spoken context.

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