| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Emotional Support Conversation | ESConv (test) | BLEU-222.85 | 44 | |
| Human Evaluation | ESConv | Win Rate70 | 28 | |
| Emotional Support Conversation Response Generation | ESConv (test) | BLEU-121.83 | 10 | |
| Emotional Support Dialogue | ESConv (test) | Engagingness-12.1 | 7 | |
| Emotional Support Conversation | ESConv | Fluency187 | 6 | |
| Emotional Support Conversation | ESConv | Perplexity16.16 | 6 | |
| Emotional Support Conversation Generation | ESConv (test) | Accuracy34.51 | 5 | |
| Emotional Support Conversation | ESConv | Empathy99.73 | 3 | |
| Response Generation | ESConv | BLEU0.005 | 2 |