Empathetic Dialogue Generation on EmpatheticDialogues
24.66BLEU-1STRIDE-ED
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| STRIDE-EDBackbone=DeepSeek-7B2026.04 | 24.66 | 12.23 | 7.27 | 4.76 | 57.57 | 2.59 | 13.68 | 9.26 | |
| ReflectDiffu2026.04 | 23.59 | 11.25 | 5.35 | 3.62 | 48.76 | 0.98 | 4.35 | 24.56 | |
| DCKS2026.04 | 21.73 | 10.62 | 6.24 | 4.09 | — | 2.19 | 9.61 | 16.08 | |
| CAB2026.04 | 20.23 | 9.39 | 4.96 | 3.01 | 40.52 | 0.89 | 2.95 | 35.06 | |
| Emp-USIR2026.04 | 20.11 | 9.86 | 5.72 | 3.73 | — | 0.66 | 3.1 | 35.29 | |
| EmpDG2026.04 | 19.96 | 9.11 | 4.74 | 2.8 | 31.65 | 0.46 | 1.99 | 37.43 | |
| E-CORE2026.04 | 19.77 | 5.65 | 3.28 | 2.11 | — | 0.68 | 3.38 | 33.04 | |
| IAMM2026.04 | 19.51 | 8.74 | 4.86 | 3.32 | 43.72 | 0.88 | 3.05 | 25.94 | |
| Transformer2026.04 | 18.07 | 8.34 | 4.57 | 2.86 | — | 0.36 | 1.35 | 37.62 | |
| KEMP2026.04 | 18.07 | 8.3 | 4.37 | 2.65 | 36.4 | 0.55 | 2.29 | 36.89 | |
| MoEL2026.04 | 18.02 | 8.67 | 4.35 | 2.73 | 31.02 | 0.43 | 1.76 | 36.81 |