Audio2Tool - Multi-Intent: leaderboard

Metric: Exact match (%): share of queries whose predicted tool or ordered tool sequence and all arguments exactly match the reference after deterministic normalization, on the 4,560 Tier 3 multi-intent queries (several tool calls in one utterance) of Audio2Tool, with the spoken query (voice-cloned TTS speech mixed with background noise) given to an end-to-end speech language model, zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 5 models tracked.

Top models

#ModelScore
1Qwen2.5-Omni-7B32.1

Interactive version: theaggregate.ai/benchmark?slug=audio2tool-multi-intent · How It Works · Data refreshed daily, snapshot 2026-10-07.