WebQSP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Base Question Answering | WebQSP (test) | Hit@188.6 | 143 | |
| Knowledge Graph Question Answering | WebQSP | Hit@192.6 | 122 | |
| Multi-Hop Knowledge Graph Question Answering | WebQSP | Hits@196.7 | 50 | |
| Knowledge Base Question Answering | WebQSP Freebase (test) | F1 Score83.5 | 46 | |
| Knowledge Base Question Answering | WebQSP → GrailQA-Tech (test) | F1 Score74.6 | 36 | |
| Knowledge Graph Question Answering | WebQSP (test) | Hit93.2 | 30 | |
| Knowledge Base Question Answering | WebQSP | Accuracy93.9 | 23 | |
| Knowledge Base Question Answering | WebQSP → GraphQA-Pop (test) | F167 | 20 | |
| Question Answering | WebQSP | Hit@182.6 | 19 | |
| 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 | |
| Multi-hop QA | WebQSP | Accuracy91.5 | 9 | |
| Subgraph Retrieval | WebQSP | Hits@1091.58 | 8 | |
| Semantic Parsing | WebQSP (test) | EM83.1 | 8 | |
| Entity Linking | WebQSP (test) | InKB micro F189.1 | 6 | |
| Entity Linking | WebQSP Main entity (test) | Precision80.4 | 5 | |
| Knowledge Base Question Answering | WebQSP (hard) | EM30.4 | 3 | |
| Natural Language Question Answering | WebQSP (test) | Tkg2,294 | 3 | |
| Multi-answer Question Answering | WEBQSP (test) | F1 (All Questions)0.558 | 2 | |
| Multi-answer Question Answering | WEBQSP (dev) | F1 (All Questions)55.4 | 2 | |
| Knowledge Base Question Answering | WebQSP WD (test) | Precision32 | 2 | |
| Knowledge Graph Retrieval Fidelity | WebQSP | CDPA100 | 1 |
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