Evidence Retrieval on FAKEWIKI Indirect
21.6Recall@10SCORINGMODEL
Evaluation Results
| Method | Links | |
|---|---|---|
| SCORINGMODELTarget Model=Qwen3-8B2026.05 | 21.6 | |
| STEERFUSETarget Model=Qwen3-8B2026.05 | 20.1 | |
| SCORINGMODELTarget Model=Llama-3.1-8B2026.05 | 18.2 | |
| BGE-baseTarget Model=Qwen3-8B, Query Type=answer2026.05 | 11.4 | |
| BGE-baseTarget Model=Qwen3-8B, Query Type=QA2026.05 | 11.3 | |
| ContrieverTarget Model=Qwen3-8B, Query Type=answer2026.05 | 10.6 | |
| STEERFUSETarget Model=Llama-3.1-8B2026.05 | 9.6 | |
| SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=answer2026.05 | 9.3 | |
| SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=QA2026.05 | 9.1 | |
| SBERT-MPNetTarget Model=Qwen3-8B, Query Type=answer2026.05 | 8 | |
| SBERT-MPNetTarget Model=Qwen3-8B, Query Type=QA2026.05 | 7.9 | |
| BGE-baseTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 5.9 | |
| SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 4 | |
| BGE-baseTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 3.8 | |
| ContrieverTarget Model=Qwen3-8B, Query Type=QA2026.05 | 3.5 | |
| SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 3.5 | |
| SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 3.5 | |
| SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 3 | |
| ContrieverTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 2.7 | |
| Finetuned EmbedSimTarget Model=Qwen3-8B2026.05 | 2.3 | |
| Finetuned EmbedSimTarget Model=Llama-3.1-8B2026.05 | 2.2 | |
| ContrieverTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 0.8 | |
| MinHashTarget Model=Qwen3-8B, Query Type=answer2026.05 | 0.1 | |
| MinHashTarget Model=Qwen3-8B, Query Type=QA2026.05 | 0.1 | |
| MinHashTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 0 | |
| MinHashTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 0 |