| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMAU v05.15.25 (test) | Step-Audio 2 | Sound Score84.04 | 53 | 1mo ago | |
| MMAU v05.15.25 (test-mini) | Step-Audio 2 | Sound Score84.04 | 44 | 1mo ago | |
| MMSU | UAS-Audio | Perception Score55.7 | 32 | 4d ago | |
| MMAU | Accuracy80.8 | 27 | 19d ago | ||
| MMAR (comprehensive evaluation) | MPAR2 | Sound Score62.4 | 25 | 4d ago | |
| MMAU (test) | Speech Score76.58 | 25 | 1mo ago | ||
| X-Ares | SPEAR-XLarge | ASV201599.81 | 21 | 22d ago | |
| MMAU mini original (test) | MiMo-Audio | Accuracy (Sound Domain)80.78 | 21 | 1mo ago | |
| MMAR (test) | Qwen3-Omni-Instruct | Performance67.1 | 20 | 1mo ago | |
| MMSU (test) | Covo-Audio | Overall Score66.64 | 15 | 1mo ago | |
| ClothoAQA | Qwen3-Omni-Instruct | Accuracy75.16 | 14 | 19d ago | |
| TUT 2017 | ERNIE 5.0 | Accuracy68.09 | 14 | 19d ago | |
| MMAR | Gemini-2.5-Pro | MMAR74.7 | 12 | 4d ago | |
| MMAU audio | MiniCPM-O 2.6 + MoD-DPO | Sound Score72.08 | 10 | 1mo ago | |
| MMAU v05.15.25 | Step Audio2 Mini | Sound Score79.3 | 9 | 4d ago | |
| MMAU Pro (test) | Performance59.2 | 8 | 1mo ago | ||
| Dynamic-Superb (test) | DeSTA2.5-Audio | CON Accuracy88.95 | 8 | 1mo ago | |
| MMAU | EvA | Perception Score78.64 | 7 | 19d ago | |
| VocalSound | Kimi-Audio | Accuracy94.85 | 7 | 19d ago | |
| MMAU | Qwen2.5-Omni | Speech Score70.6 | 6 | 4d ago | |
| Clotho V2 | Uni-MoE w/ MoE-Task3 | CIDEr25.1 | 6 | 1mo ago | |
| ClothoAQA | Uni-MoE w/ MoE-Task3 | CIDEr32.6 | 6 | 1mo ago | |
| Clotho V1 | Uni-MoE w/ MoE-Task3 | CIDEr25 | 5 | 1mo ago | |
| IN-HOUSE Domain Benchmarks | Kimi Audio | Noisy Domain Score24.4 | 4 | 22d ago | |
| IN-HOUSE Dialect Benchmarks | Kimi Audio | Hunan Score31.93 | 4 | 22d ago |
