Question Answering on HotpotQA (F1, CR, AR)
64.83F1 ScoreHugRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HugRAGCategory=Structural / Causal Augmented2026.02 | 64.83 | 40.3 | 45.72 | |
| LeanRAGCategory=Structural / Causal Augmented2026.02 | 48.68 | 46.29 | 43.5 | |
| CausalRAGCategory=Structural / Causal Augmented2026.02 | 40 | 27.83 | 21.32 | |
| HippoRAG2Category=Structural / Causal Augmented2026.02 | 38.8 | 42.06 | 24.66 | |
| GraphRAG LocalCategory=Graph-based RAG2026.02 | 33.14 | 44.07 | 40.82 | |
| LightRAGCategory=Graph-based RAG2026.02 | 28.39 | 48.17 | 43.78 | |
| BM25Category=Naive Baselines2026.02 | 15.81 | 41.08 | 16.08 | |
| NaiveGenerationCategory=Naive Baselines2026.02 | 14.38 | 0 | 15.74 | |
| StandardRAGCategory=Naive Baselines2026.02 | 6.68 | 43.17 | 14.66 | |
| GraphRAG GlobalCategory=Graph-based RAG2026.02 | 6.28 | 14.59 | 16.26 |