Knowledge-grounded Dialogue on Wizard of Wikipedia (WoW)
78.6Performance Scoreo1
Evaluation Results
| Method | Links | |
|---|---|---|
| o12026.04 | 78.6 | |
| GuarantRAGBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 77.8 | |
| GPT-4o2026.04 | 77.2 | |
| GuarantRAGBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 76.2 | |
| GuarantRAGBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 75.1 | |
| P-RAGBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 74.3 | |
| P-RAGBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 73.8 | |
| SOLARBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 72.4 | |
| SOLARBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 72.1 | |
| DRAGINBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 72 | |
| DRAGINBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 71.6 | |
| FLAREBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 71.5 | |
| P-RAGBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 71.2 | |
| FLAREBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 71.2 | |
| RQ-RAGBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 70.9 | |
| RQ-RAGBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 70.4 | |
| SOLARBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 69.5 | |
| SelfRAGBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 69.3 | |
| DRAGINBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 69.1 | |
| SelfRAGBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 68.9 | |
| FLAREBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 68.7 | |
| DA-RAGBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 68.2 | |
| RQ-RAGBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 68.1 | |
| DA-RAGBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 67.8 | |
| SelfRAGBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 66.8 | |
| DA-RAGBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 65.4 | |
| Standard RAGBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 65.1 | |
| Standard RAGBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 64.7 | |
| Standard RAGBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 62.7 | |
| Qwen3-14B-TBase Model=Qwen3-14B, Thinking Mode=true2026.04 | 59.3 | |
| Qwen3-14BBase Model=Qwen3-14B, Thinking Mode=false2026.04 | 58.7 | |
| Qwen3-8BBase Model=Qwen3-8B, Thinking Mode=false2026.04 | 56.2 |