| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| KardiaBench | Kardia-R1 | Relevance3.751 | 28 | 3mo ago | |
| Chit Chat | Score83.3 | 10 | 3mo ago | ||
| Sentient Benchmark | Score82.4 | 10 | 3mo ago | ||
| Empathetic Dialogues Negative | MASCOT | Fidelity0.53 | 8 | 3mo ago | |
| VStyle-Empathy zh | Step-Audio2-Mini | Anger Score4.2 | 5 | 1mo ago | |
| VStyle-Empathy en | FreezeEmpath | Anger Score4.55 | 5 | 1mo ago | |
| SpeechAlpaca S2S | Fun-Audio-Chat-8B | Quality Score7.61 | 5 | 1mo ago | |
| SpeechAlpaca S2T | FreezeEmpath | Quality Score8.76 | 5 | 1mo ago | |
| ICLR | Success Rate (SR)96.7 | 5 | 2mo ago | ||
| MedD | EmoLLM | Success Rate (SR)95.3 | 5 | 2mo ago | |
| MSD | Success Rate (SR)85.3 | 5 | 2mo ago | ||
| ED | EmoLLM | Success Rate (SR)92.1 | 5 | 2mo ago |
