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Papers Benchmarks Datasets Tasks

Document Summarization research benchmarks · SOTA2 Research

Document Summarization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GovReport (test)

75.56ROUGE-1

50

Feb 26, 2026

SummScreenFD (test)

Top Down Transformer

39.54ROUGE-1

25

Feb 26, 2026

Extractive Oracle

46.62ROUGE-1 Score

22

Feb 26, 2026

60.64ROUGE-1

15

Feb 26, 2026

87ASR

14

Apr 2, 2026

89ASR Score

14

Apr 2, 2026

38.9ROUGE-1

10

Feb 26, 2026

18.43G-mean

9

Apr 15, 2026

15.47G-mean

9

Apr 15, 2026

CachED BARTlarge

0.502R1

4

Feb 26, 2026

Social Media Document Summarization Human Evaluation Set (100 summaries)

2.65Fluency (Mean Score)

3

Feb 26, 2026

Popular datasets

GovReport QMSum ScriptBase BookSum SummScreenFD

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