Emotional Support Conversation on ESConv (test) (Identification/Comforting/Suggestion Scores)
2.18Identification ScoreSingle Strategy
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Single Strategystrategy_usage=single2026.04 | 2.18 | 2.24 | 2.4 | 2.34 | |
| One-by-OneReasoning=true, Reinforcement Learning=true, strategy_usage=multi-strategy2026.04 | 1.92 | 1.92 | 1.98 | 2 | |
| All-in-OneReasoning=true, Reinforcement Learning=true, strategy_usage=multi-strategy2026.04 | 1.9 | 1.84 | 1.62 | 1.66 |