Question Answering on MSMARCO (F1/CR/AR Evaluation)
38.4F1 ScoreHugRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HugRAGCategory=Structural / Causal Augmented2026.02 | 38.4 | 60.48 | 66.02 | |
| LeanRAGCategory=Structural / Causal Augmented2026.02 | 38.02 | 54.01 | 58.49 | |
| LightRAGCategory=Graph-based RAG2026.02 | 37.7 | 54.22 | 63.54 | |
| GraphRAG LocalCategory=Graph-based RAG2026.02 | 30.87 | 25.71 | 57.76 | |
| CausalRAGCategory=Structural / Causal Augmented2026.02 | 27.66 | 39.38 | 46.03 | |
| HippoRAG2Category=Structural / Causal Augmented2026.02 | 23.35 | 45.45 | 55.18 | |
| StandardRAGCategory=Naive Baselines2026.02 | 14.93 | 48.55 | 31.11 | |
| GraphRAG GlobalCategory=Graph-based RAG2026.02 | 9.41 | 3.65 | 13.08 | |
| BM25Category=Naive Baselines2026.02 | 6.97 | 45.78 | 20.33 | |
| NaiveGenerationCategory=Naive Baselines2026.02 | 5.28 | 0 | 15.06 |