Acoustic Scene Classification on CochlScene
91.6ACCDeshmukh et al., 2023
Evaluation results
| Method | Links | |
|---|---|---|
| Deshmukh et al., 20232024.02 | 91.6 | |
| EvASetting=Zero-shot2026.03 | 87.04 | |
| Kimi-Audio-7B-InstructSetting=Zero-shot2026.03 | 86.17 | |
| Step-Audio-2-miniSetting=Zero-shot2026.03 | 83.24 | |
| Audio Flamingo2024.02 | 83 | |
| ERNIE 5.02026.02 | 82.77 | |
| Kimi Audio2026.02 | 80.42 | |
| Qwen2.5-Omni-7BSetting=Zero-shot2026.03 | 80.38 | |
| Qwen-Audiozero-shot=true2023.11 | 79.5 | |
| R1-AQASetting=Zero-shot2026.03 | 76.3 | |
| Audio-Flamingo-3Setting=Zero-shot2026.03 | 75.57 | |
| ERNIE 5.0-Base2026.02 | 75.24 | |
| Gemini-3-Pro2026.02 | 74.6 | |
| LongCat-Flash-Omni2026.02 | 70.02 | |
| CochlSceneTask-specific fine-tuning=true2023.11 | 66.9 | |
| Qwen3-Omni-Instruct2026.02 | 43.03 | |
| GPT-4o-Audio2026.02 | 34.94 |