Decision Making on Finance Domain
79Top-1 Acc.DECISIVE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DECISIVEDialogue=true2026.04 | 79 | 91.6 | 0.887 | 0.893 | 6.1 | |
| LLM-CoT (B2)Dialogue=false2026.04 | 67 | 85.5 | 0.827 | 0.803 | — | |
| LLM-Direct (B1)Dialogue=false2026.04 | 62.3 | 83.5 | 0.793 | 0.773 | — | |
| DeLLMaDialogue=false2026.04 | 24 | 39.3 | 0.719 | 0.446 | — | |
| LLM-Free Dialogue (B4)Dialogue=true2026.04 | 20.2 | 35.2 | 0.364 | 0.41 | 2.3 | |
| DecisionFlowDialogue=false2026.04 | 17.1 | 30.1 | 0.694 | 0.373 | — | |
| LLM-Structured Dialogue (B3)Dialogue=true2026.04 | 13.4 | 26.3 | 0.265 | 0.336 | 4.1 | |
| Active Pref. InferenceDialogue=true2026.04 | 9.8 | 18.9 | 0.667 | 0.276 | 9.7 |