Knowledge Base Question Answering On Qald 9

Metrics

Macro F1

Results

Performance results of various models on this benchmark

		Paper Title
QAnswer-Wikidata-English	0.4459	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-Wikidata-German	0.3171	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-DBpedia-English	0.3039	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-Wikidata-French	0.23	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-Wikidata-Russian	0.2143	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-DBpedia-German	0.1998	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-DBpedia-French	0.1506	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
Platypus-Wikidata-English	0.1503	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
DeepPavlov-Wikidata-English	0.124	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
QAnswer-DBpedia-Russian	0.0957	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
DeepPavlov-Wikidata-Russian	0.087	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers
Platypus-Wikidata-French	0.0417	QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers

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Knowledge Base Question Answering On Qald 9 | SOTA | HyperAI