Events Understanding on SSEU-Bench 1.0 (test)
62.09mAP (10 dB)MGA-CLAP
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MGA-CLAPUnderstanding Mode=Independent2025.09 | 62.09 | 62.56 | 62.87 | 63.12 | 63.49 | 71.64 | 64.29 | |
| LAION-CLAPUnderstanding Mode=Independent2025.09 | 60.33 | 61.35 | 61.8 | 62.13 | 62.41 | 65.2 | 62.2 | |
| CLAPUnderstanding Mode=Independent2025.09 | 55.19 | 57.14 | 57.86 | 57.1 | 57.28 | 63.11 | 57.95 | |
| Step-Audio 2 MiniUnderstanding Mode=Independent2025.09 | 33.45 | 34.22 | 36.02 | 38.95 | 41.03 | 45 | 38.11 | |
| Qwen2-Audio-InstructUnderstanding Mode=Independent2025.09 | 30.78 | 30.91 | 33.59 | 35.59 | 36.27 | 40.09 | 34.54 | |
| LTU-ASUnderstanding Mode=Independent2025.09 | 23.09 | 23.42 | 25.05 | 26.12 | 27.67 | 36.95 | 27.05 | |
| Kimi-AudioUnderstanding Mode=Independent2025.09 | 21.65 | 22.03 | 23.2 | 25.67 | 28.46 | 38.06 | 26.51 |