Emotional Support Conversation Response Generation on ESConv (test)
21.83BLEU-1Muffin
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MuffinBackbone=MultiESC2024.01 | 21.83 | 9.28 | 5.12 | 3.21 | 21.26 | 8.92 | 31.26 | 52.83 | |
| MultiESCBackbone=MultiESC2024.01 | 21.79 | 9.19 | 4.98 | 3.05 | 20.92 | 8.93 | 28.84 | 52.59 | |
| MuffinBackbone=Joint2024.01 | 20.59 | 8.38 | 4.26 | 2.54 | 18.35 | 8.18 | 19.12 | 51.46 | |
| MuffinBackbone=KEMI2024.01 | 20.01 | 8.31 | 4.36 | 2.6 | 17.3 | 7.99 | 15.45 | 51.11 | |
| KEMIBackbone=KEMI2024.01 | 19.85 | 8.15 | 4.24 | 2.52 | 17.17 | 7.92 | 15.09 | 50.85 | |
| MuffinBackbone=Vanilla2024.01 | 19.43 | 7.58 | 3.66 | 2.02 | 16.26 | 7.72 | 13.9 | 51 | |
| JointBackbone=Joint2024.01 | 18.77 | 7.54 | 3.79 | 2.15 | 17.72 | 7.59 | 17.38 | 50.96 | |
| VanillaBackbone=Vanilla2024.01 | 18.23 | 7.02 | 3.49 | 1.99 | 16.09 | 7.31 | 14.95 | 50.48 | |
| TransESCBackbone=TransESC2024.01 | 17.32 | 7.1 | 3.63 | 2.18 | 17.47 | 7.53 | 22.07 | 51.33 | |
| MuffinBackbone=TransESC2024.01 | 17.19 | 7.17 | 3.73 | 2.25 | 17.54 | 7.58 | 22.72 | 51.57 |