Paralinguistic-aware Response Generation on Paralinguistic-aware Gender Evaluation Set
98.5PA-scoreGPT-4.1 baseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPT-4.1 baselineLayers=N/A, ADCH=N/A2026.03 | 98.5 | 98.5 | 4 | |
| Kimi-AudioLayers=0-14, ADCH=×2026.03 | 97 | 97 | 3.99 | |
| Qwen2.5-Omni (PE-FT)Layers=0-14, ADCH=✓2026.03 | 96.5 | 96.5 | 3.99 | |
| Kimi-Audio (PE-FT)Layers=0-14, ADCH=✓2026.03 | 96.5 | 96.5 | 3.98 | |
| Qwen2.5-OmniLayers=0-27, ADCH=×2026.03 | 95.5 | 96 | 3.96 | |
| Kimi-AudioLayers=0-27, ADCH=×2026.03 | 95 | 95 | 3.98 | |
| Qwen2.5-OmniLayers=0-14, ADCH=×2026.03 | 94.5 | 95.5 | 3.93 | |
| Qwen2.5-OmniLayers=N/A, ADCH=N/A2026.03 | 10 | 15 | 3.67 | |
| Kimi-AudioLayers=N/A, ADCH=N/A2026.03 | 8.5 | 12.5 | 3.8 |