Ordinal Speech Emotion Recognition on MSP-Podcast v2.0 (test)
0.887ArousalQwen2.5-Omni-3B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Qwen2.5-Omni-3Bmode=DPO-CoT2026.06 | 0.887 | 0.89 | 0.867 | 0.881 | |
| Qwen2.5-Omni-3Bmode=DPO2026.06 | 0.885 | 0.888 | 0.863 | 0.879 | |
| Qwen2.5-Omni-3Bmode=SFT2026.06 | 0.881 | 0.878 | 0.867 | 0.875 | |
| Qwen2.5-Omni-3Bmode=SFT-CoT2026.06 | 0.855 | 0.865 | 0.846 | 0.855 | |
| RankList2026.06 | 0.808 | 0.813 | 0.767 | 0.796 | |
| WavLM + RankNet2026.06 | 0.792 | 0.806 | 0.753 | 0.784 | |
| HuBERT + RankNet2026.06 | 0.781 | 0.773 | 0.742 | 0.765 | |
| Qwen2.5-Omni-3Bmode=Zero-shot2026.06 | 0.658 | 0.707 | 0.547 | 0.637 |