Evidence Retrieval on FAKEWIKI Obfuscate
59.5Recall@10SCORINGMODEL
Evaluation results
| Method | Links | |
|---|---|---|
| SCORINGMODELTarget Model=Llama-3.1-8B2026.05 | 59.5 | |
| SCORINGMODELTarget Model=Qwen3-8B2026.05 | 53.9 | |
| BGE-baseTarget Model=Qwen3-8B, Query Type=answer2026.05 | 43 | |
| ContrieverTarget Model=Qwen3-8B, Query Type=answer2026.05 | 42.8 | |
| SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=answer2026.05 | 40.6 | |
| STEERFUSETarget Model=Llama-3.1-8B2026.05 | 37.7 | |
| BGE-baseTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 37.3 | |
| SBERT-MPNetTarget Model=Qwen3-8B, Query Type=answer2026.05 | 36.3 | |
| SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 35.7 | |
| SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 32.4 | |
| STEERFUSETarget Model=Qwen3-8B2026.05 | 30.1 | |
| ContrieverTarget Model=Llama-3.1-8B, Query Type=answer2026.05 | 27.9 | |
| ContrieverTarget Model=Qwen3-8B, Query Type=QA2026.05 | 22.8 | |
| BGE-baseTarget Model=Qwen3-8B, Query Type=QA2026.05 | 16.6 | |
| Finetuned EmbedSimTarget Model=Llama-3.1-8B2026.05 | 15.9 | |
| BGE-baseTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 13.4 | |
| SBERT-MiniLMTarget Model=Qwen3-8B, Query Type=QA2026.05 | 12.4 | |
| ContrieverTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 10.8 | |
| SBERT-MiniLMTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 9.5 | |
| Finetuned EmbedSimTarget Model=Qwen3-8B2026.05 | 9.4 | |
| SBERT-MPNetTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 3.9 | |
| SBERT-MPNetTarget Model=Qwen3-8B, Query Type=QA2026.05 | 3.7 | |
| 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 | 0.1 | |
| MinHashTarget Model=Llama-3.1-8B, Query Type=QA2026.05 | 0.1 |