Audio2Tool - Direct Commands: 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 1,080 Tier 1 direct commands (2 to 6 words, a single tool with no arguments) 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-7B79.5

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