Negotiation on Student (held-out test)
100Success RateVanilla (LLM)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Vanilla (LLM)Backbone=Qwen3.5-Plus2026.05 | 100 | 45.9 | 2.5 | |
| Vanilla (SLM)Backbone=Qwen2.5-7B-Instruct2026.05 | 100 | 15 | 3.4 | |
| Random2026.05 | 100 | 43.8 | 2.5 | |
| IQLBackbone=Qwen3.5-Plus2026.05 | 100 | 47.9 | 2.8 | |
| IQL+SFTBackbone=Qwen2.5-7B-Instruct2026.05 | 100 | 51.7 | 2.5 | |
| IQL+JPOBackbone=Qwen2.5-7B-Instruct2026.05 | 100 | 23.5 | 5.5 | |
| IQL+SFT+JPOBackbone=Qwen2.5-7B-Instruct, Note=Full EmoDistill pipeline2026.05 | 100 | 52.6 | 3.1 |