Temporal Question Answering on ComplexTR
65.95AccuracyIA-RAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IA-RAGCategory=Temporal QA Retrieval Methods2026.06 | 65.95 | 77.42 | |
| DyG-RAGCategory=Temporal QA Retrieval Methods2026.06 | 55.62 | 69.88 | |
| Vanilla RAGCategory=Traditional RAG Methods2026.06 | 55.01 | 68.68 | |
| TG-RAGCategory=Temporal QA Retrieval Methods2026.06 | 50.15 | 63.54 | |
| HippoRAGCategory=Traditional RAG Methods2026.06 | 44.68 | 55.28 | |
| GraphRAG-LCategory=Traditional RAG Methods, Mode=Local2026.06 | 43.16 | 54.29 | |
| LightRAG-HCategory=Traditional RAG Methods, Mode=Hybrid2026.06 | 42.68 | 53.59 | |
| LightRAG-LCategory=Traditional RAG Methods, Mode=Local2026.06 | 41.03 | 49.46 | |
| E2GraphRAGCategory=Traditional RAG Methods2026.06 | 38.29 | 54.99 | |
| TA-RAGCategory=Temporal QA Retrieval Methods2026.06 | 29.26 | 37.22 | |
| T-GRAGCategory=Temporal QA Retrieval Methods2026.06 | 27.66 | 34.78 | |
| GraphRAG-GCategory=Traditional RAG Methods, Mode=Global2026.06 | 20.97 | 30.81 | |
| LightRAG-GCategory=Traditional RAG Methods, Mode=Global2026.06 | 12.46 | 13.56 |