| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AvaMERG (test) | ES4R | BLEU-10.2851 | 24 | 1mo ago | |
| EmpatheticDialogues (test) | Blender | Coverage0.54 | 11 | 4mo ago | |
| ERG | Ola-Omni-7B | Distinct-1 Score98.9 | 9 | 4mo ago | |
| MSP-PODCAST | RE-LLM (w/o dim-emo. aux) | Emotional Reaction Score1.889 | 8 | 4mo ago | |
| ESD | RE-LLM (w/o dim-emo. aux) | Emotional Reaction1.851 | 8 | 4mo ago | |
| IEMOCAP | RE-LLM (w/o dim-emo. aux) | Emotional Reaction1.856 | 8 | 4mo ago | |
| HumDial Challenge Track 1 Task 3-en (dev) | Our Model | LLM Score (0-5)4.36 | 6 | 4mo ago | |
| HumDial Challenge Track 1 Task 3-zh (dev) | Stepaudio2-mini | LLM Score (0-5)4.53 | 6 | 4mo ago | |
| ReddiSupp User Study (test) | MindTailor | Empathy3.98 | 4 | 1mo ago | |
| ReddiSupp (Expert Evaluation) | MindTailor | Empathy4.2 | 4 | 1mo ago | |
| MELD | ES4R | ROUGE-L9.9 | 3 | 4mo ago | |
| Empathetic Response Generation (ERG) | Vanilla CoT | BLEU0.006 | 2 | 4mo ago | |
| EQ-Bench 3 | - | - | 0 | 4mo ago |
