Audio Classification on AudioSet (Exact-match Accuracy)
70.5Exact-match AccuracyCALM
Evaluation results
| Method | Links | |
|---|---|---|
| CALMBackbone=Qwen2.5-Omni, Pseudo-Labeling=false2026.02 | 70.5 | |
| SAVsBackbone=Qwen2.5-Omni, Pseudo-Labeling=false2026.02 | 69.52 | |
| CALMBackbone=Qwen2.5-Omni, Pseudo-Labeling=true2026.02 | 66.7 | |
| SAVsBackbone=Qwen2.5-Omni, Pseudo-Labeling=true2026.02 | 63.54 | |
| Zero-shotBackbone=Qwen2.5-Omni2026.02 | 61.52 | |
| CALMBackbone=Qwen2-Audio, Pseudo-Labeling=false2026.02 | 59.4 | |
| CALMBackbone=Qwen2-Audio, Pseudo-Labeling=true2026.02 | 51.8 | |
| SAVsBackbone=Qwen2-Audio, Pseudo-Labeling=true2026.02 | 49.06 | |
| Zero-shotBackbone=Qwen2-Audio2026.02 | 46.59 | |
| SAVsBackbone=Qwen2-Audio, Pseudo-Labeling=false2026.02 | 44.88 |