Knowledge Graph Question Answering on KGQAGen-10k (Wikidata)
92.04HitsULTRAG-OTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ULTRAG-OTS2026.01 | 92.04 | 90.77 | 88.82 | |
| SubgraphRAGretrieved triples=2002026.01 | 89.76 | 85.52 | 86.28 | |
| RoG2026.01 | 88.43 | 84.69 | 84.92 | |
| GCR2026.01 | 86.11 | 79.89 | 80.22 | |
| GNN-RAG2026.01 | 82.56 | 77.98 | 78.92 | |
| ToG2026.01 | 80.97 | 75.03 | 76.1 | |
| GPT-52026.01 | 67.96 | 65.08 | 65.27 | |
| GPT-5-mini2026.01 | 62.18 | 59.17 | 59.58 | |
| GPT-4.12026.01 | 56.21 | 53.38 | 53.93 |