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Data-to-Text research benchmarks · SOTA2 Research

Data-to-Text

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.334Informativeness (INF)

15

May 13, 2026

DART 1.0 (test)

70.3METEOR

11

Feb 26, 2026

25.5ROUGE-2

9

Feb 27, 2026

45.8ROUGE-2

9

Feb 27, 2026

GEM Czech Restaurant cs

30.6ROUGE-2

9

Feb 27, 2026

MzansiLM (mono-t2x-ft)

20.65BLEU

7

Mar 24, 2026

E2E NLG Clean (test)

35.2ROUGE-2

5

Feb 26, 2026

WebNLG 2020 (test)

44.4ROUGE-2

5

Feb 26, 2026

DART v1.1.1 (test)

CONTROL PREFIXES (A2)

51.95BLEU

4

Feb 26, 2026

46.5ROUGE-2

2

Feb 26, 2026

WebNLG en (test)

55.4ROUGE-2

2

Feb 26, 2026

2.33Naturalness

2

Feb 26, 2026

2.39Naturalness

2

Feb 26, 2026

WebNLG ru GEM (test)

—

—ROUGE-2

0

Feb 26, 2026

GEM E2E en (test)

—

—ROUGE-2

0

Feb 26, 2026

GEM Czech Restaurant cs (test)

—

—ROUGE-2

0

Feb 26, 2026

Popular datasets

WebNLG DART E2E-NLG E2E BAGEL

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