Agentic Persuasion on r/ChangeMyView (Held-Out test Domain)
84Win RateTS-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TS-RAGBackbone=Gemini Flash 3.0, Intervention=Structural Routing2026.06 | 84 | 13.51 | 8.74 | |
| Oracle Human TraceBackbone=Gemini Flash 3.0, Intervention=Human Trace Injection2026.06 | 83.7 | 13.79 | 8.58 | |
| Self-Routed HeuristicsBackbone=Gemini Flash Lite 3.1, Intervention=Heuristics2026.06 | 81.5 | 13.05 | 8.94 | |
| TS-RAGBackbone=Gemini Flash Lite 3.1, Intervention=Structural Routing2026.06 | 81.5 | 11.79 | 8.915 | |
| Naive Semantic RAGBackbone=Gemini Flash 3.0, Intervention=Semantic RAG2026.06 | 78.5 | 14.15 | 8.24 | |
| Self-Routed HeuristicsBackbone=Gemini Flash 3.0, Intervention=Heuristics2026.06 | 77.5 | 11.95 | 8.13 | |
| Oracle Human TraceBackbone=Gemini Flash Lite 3.1, Intervention=Human Trace Injection2026.06 | 75.5 | 12.67 | 8.71 | |
| Base LLMBackbone=Gemini Flash Lite 3.1, Intervention=No Augmentation2026.06 | 72 | 14.09 | 8.67 | |
| Base LLMBackbone=Gemini Flash 3.0, Intervention=No Augmentation2026.06 | 69.5 | 14.12 | 7.405 | |
| Naive Semantic RAGBackbone=Gemini Flash Lite 3.1, Intervention=Semantic RAG2026.06 | 65 | 14.54 | 7.96 |