HalluAudio - Environmental Sound: leaderboard
Metric: Average classification accuracy (%) over the seven environmental sound task types of HalluAudio (human-verified audio question-answer pairs with adversarial, mixed-audio and unanswerable prompts; zero-shot; outputs normalized to labels, refusals counted wrong); unweighted mean of the task accuracies; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen2.5-Omni-7B | 84.69 |
| 2 | Gemini 2.5 Flash | 39.35 |
Interactive version: theaggregate.ai/benchmark?slug=halluaudio-environmental-sound · How It Works · Data refreshed daily, snapshot 2026-10-07.