Empathetic Dialogue on Empathetic Dialogues Negative
0.53FidelityMASCOT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MASCOTStrategy=Collaborative Interaction2026.01 | 0.53 | 0.443 | 0.609 | 0.654 | 0.559 | |
| Zero-Shot CoTPrompting=Zero-shot, Chain-of-Thought=true2026.01 | 0.49 | 0.361 | 0.499 | 0.58 | 0.483 | |
| Few-Shot + CoTPrompting=Few-shot, Chain-of-Thought=true2026.01 | 0.48 | 0.394 | 0.59 | 0.599 | 0.516 | |
| MultiAgentESCType=Multi-Agent2026.01 | 0.457 | 0.386 | 0.471 | 0.61 | 0.481 | |
| Self-ConsistencyStrategy=Self-Consistency2026.01 | 0.45 | 0.38 | 0.493 | 0.498 | 0.455 | |
| Few-ShotPrompting=Few-shot2026.01 | 0.436 | 0.357 | 0.552 | 0.595 | 0.485 | |
| Zero-ShotPrompting=Zero-shot2026.01 | 0.418 | 0.33 | 0.528 | 0.593 | 0.467 | |
| SFTStrategy=Supervised Fine-Tuning2026.01 | 0.403 | 0.369 | 0.464 | 0.579 | 0.454 |