AudioBench - WavCaps Captioning: leaderboard
AudioBench WavCaps Captioning slice measuring audio-caption generation quality from sound or speech inputs.
Metric: Mean Score (%). Source: github.com. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen2-Audio-7B-Instruct | 30 | #880 |
| 2 | Qwen-Audio-Chat | 28.24 | #1244 |
| 3 | Phi-4 Multimodal Instruct | 23.2 | #906 |
| 4 | SALMONN-7B | 20.47 | #1293 |
| 5 | SeaLLMs-Audio-7B | 14.44 | #1018 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=audiobench-wavcaps-captioning · How It Works · Data refreshed daily, snapshot 2026-10-20.