Response Quality Evaluation on DailyDialog, EmoryNLP, MELD, and IMEOCAP
3.58FluencySelf-EmoQ
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Self-EmoQ2026.04 | 3.58 | 3.74 | 3.11 | 3.01 | 3.21 | 3.22 | 3.31 | |
| EMDP2026.04 | 3.43 | 3.36 | 2.81 | 2.65 | 3.02 | 3.12 | 3.07 | |
| FSM2026.04 | 3.37 | 3.43 | 2.99 | 3.05 | 3.05 | 3.19 | 3.18 | |
| MP2026.04 | 3.17 | 3.14 | 2.71 | 2.63 | 2.74 | 2.92 | 2.89 | |
| 0-shotProtocol=zero-shot2026.04 | 3.14 | 3.1 | 2.64 | 2.86 | 2.87 | 2.84 | 2.91 | |
| ECoT2026.04 | 3.12 | 3.12 | 2.73 | 2.63 | 3.05 | 2.72 | 2.89 | |
| SFTProtocol=Fine-tuned2026.04 | 3.1 | 3.42 | 2.9 | 2.69 | 2.87 | 3.08 | 3.01 | |
| PS2026.04 | 3.07 | 3.16 | 2.73 | 2.99 | 2.86 | 2.99 | 2.97 |