Multi-hop Question Answering on MuSiQue (top-5 accuracy)
55.1Top-5 AccuracyMoG-IRCoT
Evaluation results
| Method | Links | |
|---|---|---|
| MoG-IRCoTBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy, Reasoning Strategy=IRCoT2026.05 | 55.1 | |
| MoGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 53.3 | |
| Youtu-GraphRAG-IRCoTBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy, Reasoning Strategy=IRCoT2026.05 | 37.5 | |
| LinearRAGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 37 | |
| HippoRAG2Base LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 35.3 | |
| GFM-RAGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 34.6 | |
| Youtu-GraphRAGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 34 | |
| RAPTORBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 29.7 | |
| HippoRAGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 28.8 | |
| LightRAGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 27.7 | |
| E2GraphRAGBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 26.2 | |
| G-retrieverBase LLM=GPT-4o-mini, Evaluation protocol=top-5 accuracy2026.05 | 15.6 |