Question Answering on NQ (F1, CR, AR)
49.5F1 ScoreHugRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HugRAGCategory=Structural / Causal Augmented2026.02 | 49.5 | 70.36 | 55.09 | |
| LeanRAGCategory=Structural / Causal Augmented2026.02 | 35.46 | 65.91 | 49.87 | |
| HippoRAG2Category=Structural / Causal Augmented2026.02 | 29.64 | 57.21 | 37.5 | |
| CausalRAGCategory=Structural / Causal Augmented2026.02 | 29.45 | 68.04 | 17.35 | |
| LightRAGCategory=Graph-based RAG2026.02 | 24.97 | 60.65 | 50.53 | |
| GraphRAG LocalCategory=Graph-based RAG2026.02 | 23.56 | 44.56 | 44.68 | |
| StandardRAGCategory=Naive Baselines2026.02 | 7.57 | 45.82 | 11.14 | |
| NaiveGenerationCategory=Naive Baselines2026.02 | 7.17 | 0 | 10.94 | |
| BM25Category=Naive Baselines2026.02 | 4.68 | 49.98 | 9.13 | |
| GraphRAG GlobalCategory=Graph-based RAG2026.02 | 3.91 | 4.48 | 8 |