Knowledge Graph Question Answering on KGQAGen Entity Linking 10k (test)
83.98HitsULTRAG-OTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ULTRAG-OTSReasoning LLM=GPT-5, PPR subgraph node limit=30,0002026.01 | 83.98 | 82.59 | 80.58 | |
| RoGReasoning LLM=GPT-5, PPR subgraph node limit=30,0002026.01 | 82.42 | 78.89 | 79.22 | |
| SubgraphRAG (200)Reasoning LLM=GPT-5, PPR subgraph node limit=30,0002026.01 | 76.68 | 72.63 | 73.17 | |
| GNN-RAGReasoning LLM=GPT-5, PPR subgraph node limit=30,0002026.01 | 72.89 | 69.04 | 69.53 |