| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Retrieval | Empathetic Dialogue (EMP) | BERTScore Precision (avg)85.27 | 16 | |
| Knowledge Pair-wise Diversity | Empathetic Dialogue (test) | Precision89.76 | 9 | |
| Human Logic Alignment | Empathetic Dialogue | HLA (T=0.5)85.2 | 9 | |
| Response Generation | Empathetic Dialogue | Pairwise Diversity75 | 6 | |
| Dialogue Response Generation | Empathetic Dialogue | Coherence4.02 | 3 |