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Papers Benchmarks Datasets Tasks

Review Generation research benchmarks · SOTA2 Research

Review Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

34.81R1 Score

16

Mar 18, 2026

Amazon Reviews CDs & Vinyl 2023 (test)

32.16ROUGE-1

10

Jul 3, 2026

Amazon Reviews Movies & TV 2023 (test)

0.314ROUGE-1

10

Jul 3, 2026

Amazon Reviews Books 2023 (test)

0.395ROUGE-1

10

Jul 3, 2026

PeerRead and OpenReview (test)

EGTR-Review (Teacher)

55.91ROUGE-1

9

Jun 5, 2026

Board Game Playtesting Dataset

99.46Factuality

8

Feb 26, 2026

FIRSTPASS n = 372 (test)

Human reference

2,155Review Length

6

Jun 23, 2026

6FMR

4

Mar 4, 2026

3FMR

4

Mar 4, 2026

Amazon Reviews (test)

0.45Correlation

2

Feb 26, 2026

Amazon Reviews (train)

0.44Correlation

2

Feb 26, 2026

Popular datasets

Amazon Reviews TripAdvisor LongLaMP Board Game Playtesting Amazon-CSJ

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