Response Appropriateness on RAVDESS
48Response AppropriatenessPALLM
Evaluation results
| Method | Links | |
|---|---|---|
| PALLMmode=CLS + GEN2026.03 | 48 | |
| PALLMmode=GEN ONLY2026.03 | 44 | |
| GPT4o-Audio2026.03 | 39.7 | |
| Gemini-2.5 Pro2026.03 | 37.7 | |
| Qwen-2.52026.03 | 36.9 | |
| SFTmode=CLS + GEN2026.03 | 36 | |
| Gemini-2.5 Flash2026.03 | 31.3 | |
| Gemma-3n2026.03 | 30.2 | |
| SFTmode=GEN ONLY2026.03 | 30 |