Emergency evacuation dialogue on Wildfire Evacuation Overall (Full (train + New))
92Success RateIQL (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IQL (Ours)2026.07 | 92 | 11.2 | |
| Zero-shotmode=zero-shot2026.07 | 88 | 11.9 | |
| IQL-Globalvariant=global2026.07 | 86 | 13 | |
| IQL-Personavariant=persona2026.07 | 80 | 12.9 | |
| RAG2026.07 | 78 | 11.8 | |
| Random-10policy_index=102026.07 | 78 | 11.8 | |
| Random-6policy_index=62026.07 | 72 | 12.3 | |
| Random-9policy_index=92026.07 | 71 | 12.9 | |
| Random-8policy_index=82026.07 | 69 | 12.5 | |
| Cross-Policy2026.07 | 51 | 13.6 |