| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Graph Question Answering | QALD-10en Wikidata-based (test) | Hits@174.4 | 31 | |
| Question Answering | QALD en (WikiData) v10 (test) | Hits@183.73 | 17 | |
| Multi-Hop Knowledge Graph Question Answering | QALD en 10 | Hits@170.3 | 17 | |
| Knowledge Base Question Answering | QALD en Freebase 10 (test) | Hits@174.28 | 14 | |
| Entity Linking | QALD-9 (test) | Precision91.38 | 10 | |
| Question Answering | QALD en 10 | Accuracy66.67 | 8 | |
| AMR Parsing | QALD-9-AMR (test) | Smatch90.1 | 8 | |
| Knowledge Graph Question Answering | QALD-9 Wikidata (test) | Exact Match Accuracy79.4 | 6 | |
| Knowledge Graph Question Answering | QALD DBpedia 9 | Precision51.13 | 4 | |
| Knowledge Base Question Answering | QALD 9 (test) | Precision31 | 4 | |
| Knowledge Graph Question Answering | QALD-7 Wikidata | F1 Score46 | 3 | |
| Knowledge Graph Question Answering | QALD-10 | EM66 | 2 | |
| Knowledge Graph Indexing | QALD-9 | Indexing Time (hrs)2.86 | 2 |