Question Answering on HotpotQA (Exact Match)
60Exact MatchPersonalAI
Evaluation results
| Method | Links | |
|---|---|---|
| PersonalAILLM=GPT4o–mini, Search Algorithm=BeamSearch + WaterCircles, Graph Traversal Restrictions=None2025.06 | 60 | |
| GCRMethod Category=GraphRAG2025.06 | 45.9 | |
| DoGMethod Category=GraphRAG2025.06 | 45.3 | |
| RoGMethod Category=GraphRAG2025.06 | 43 | |
| GNN–RAGMethod Category=GraphRAG2025.06 | 43 | |
| PMKGEMethod Category=GraphRAG2025.06 | 42.6 | |
| ToGMethod Category=GraphRAG2025.06 | 41 | |
| ToG2.0Method Category=GraphRAG2025.06 | 40.9 | |
| PDAMethod Category=GraphRAG2025.06 | 36.5 | |
| GRAGMethod Category=GraphRAG2025.06 | 36.1 |