Question Answering on QASC (F1, CR, AR)
14.73F1HippoRAG2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HippoRAG2Category=Structural / Causal Augmented2026.02 | 14.73 | 4.38 | 49.94 | |
| HugRAGCategory=Structural / Causal Augmented2026.02 | 13.35 | 70.8 | 49.4 | |
| LeanRAGCategory=Structural / Causal Augmented2026.02 | 13.19 | 22.8 | 45.51 | |
| GraphRAG LocalCategory=Graph-based RAG2026.02 | 8.3 | 9.54 | 46.59 | |
| LightRAGCategory=Graph-based RAG2026.02 | 8.2 | 20.4 | 44.35 | |
| CausalRAGCategory=Structural / Causal Augmented2026.02 | 7.65 | 46.86 | 35.56 | |
| NaiveGenerationCategory=Naive Baselines2026.02 | 2.69 | 0 | 13.74 | |
| BM25Category=Naive Baselines2026.02 | 2.49 | 6.12 | 13.17 | |
| StandardRAGCategory=Naive Baselines2026.02 | 2.01 | 5.5 | 13.16 | |
| GraphRAG GlobalCategory=Graph-based RAG2026.02 | 0.68 | 3.38 | 3.56 |