Audio2Tool (Text Oracle) - 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 ground-truth text of the query given to a text LLM (the oracle setting that removes ASR errors), zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScore
1Qwen 3 8B38.7
2Gemma 3 12B37.6
3Qwen 3 4B34.1
4Qwen 3 1.7B30.4

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