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ResearchFormerly WizWand

RDF-to-Text Generation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

WebNLG+ 2020 3.0 (testB)

0.563BLEU

10

Feb 26, 2026

WebNLG OOD standard (test)

Rule-based NLG (trained by Qwen 3 235B)

37.72BLEU

6

Feb 26, 2026

WebNLG All standard (test)

Fine-tuned BART

0.435BLEU

6

Feb 26, 2026

OpenDialKG (test)

98.5Grammaticality

6

Feb 26, 2026

GEM2 Factual (test)

98.4Grammaticality

6

Feb 26, 2026

GEM2 Fictional (test)

93.7Grammaticality

6

Feb 26, 2026

GEM2 Counterfactual (test)

81.8Grammaticality

6

Feb 26, 2026

75.2Grammaticality

6

Feb 26, 2026

WebNLG Unconstrained 2.0 (test)

0.661BLEU

6

Feb 26, 2026

WebNLG Constrained 2.0 (test)

61.01BLEU

5

Feb 26, 2026