Knowledge Graph Question Answering on MetaQA 3-hop 1.0
99.96Hit@1OPI-BR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OPI-BR2026.06 | 99.96 | 59.19 | |
| OPI-BRshot=one-shot2026.06 | 99.86 | 58.6 | |
| UniKGQA2026.06 | 99.1 | — | |
| NSM2026.06 | 98.9 | — | |
| KG-GPT2026.06 | 94 | — | |
| ReasoningLM2026.06 | 92.7 | — | |
| KG-Agent2026.06 | 92.1 | — | |
| ARG2026.06 | 87.7 | — | |
| RDPG2026.06 | 87.7 | — | |
| StructGPT2026.06 | 87 | — | |
| R^22026.06 | 85.2 | 42.5 | |
| RoG2026.06 | 84.8 | 41.3 | |
| GraftNet2026.06 | 77.7 | — | |
| Retrieval & Reasoning2026.06 | 76 | 33.8 | |
| BYOKG2026.06 | 75.7 | — | |
| SymAgent2026.06 | 57 | 25.8 | |
| KV-Mem2026.06 | 48.9 | — |