WebQSP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Graph Question Answering | WebQSP | Hit@193.3 | 174 | |
| Knowledge Base Question Answering | WebQSP (test) | Hit@188.6 | 145 | |
| Knowledge Graph Question Answering | WebQSP (test) | Hit93.2 | 85 | |
| Multi-Hop Knowledge Graph Question Answering | WebQSP | Hits@196.7 | 69 | |
| Knowledge Base Question Answering | WebQSP Freebase (test) | Hits@189.9 | 60 | |
| Knowledge Base Question Answering | WebQSP | Hits@196 | 53 | |
| Multi-hop Question Answering | WebQSP | Pass@168 | 36 | |
| Knowledge Base Question Answering | WebQSP → GrailQA-Tech (test) | F1 Score74.6 | 36 | |
| Question Answering | WebQSP | Accuracy80.8 | 35 | |
| Knowledge Graph Question Answering | WebQSP | ECR (%)76.8 | 34 | |
| Knowledge Graph Question Answering | WebQSP | Accuracy (ACC)68 | 28 | |
| Hallucination Detection | WebQSP | F1 Score82 | 22 | |
| Knowledge Graph Question Answering | WebQSP | Hits@1 Accuracy84.73 | 22 | |
| Knowledge Base Question Answering | WebQSP → GraphQA-Pop (test) | F167 | 20 | |
| Knowledge Graph Question Answering | WebQSP | Hit Rate0.9353 | 19 | |
| Multi-Answer Question Answering | WebQSP | Precision50.3 | 16 | |
| Knowledge Base Completion | WebQSP 50% KB | MRR63 | 16 | |
| Knowledge Base Completion | WebQSP 30% KB | MRR0.603 | 16 | |
| Knowledge Graph Question Answering | WebQSP 3-hop | Accuracy0.819 | 16 | |
| Knowledge Graph Question Answering | WebQSP 1-hop | Accuracy76.9 | 16 | |
| Knowledge Base Question Answering | WebQSP v1 (test) | F1 Score79.6 | 16 | |
| Entity Linking | WebQSP All entities (test) | Precision92.17 | 15 | |
| Entity Linking | WebQSP (test) | Precision91.18 | 13 | |
| Knowledge Base Question Answering | WebQSP 50% KB | Hits@173.8 | 12 | |
| Knowledge Base Question Answering | WebQSP (30% KB) | Hits@173 | 12 |
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