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Papers Benchmarks Datasets Tasks

Personalized Response Generation research benchmarks · SOTA2 Research

Personalized Response Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LS1 -> LS2 (test)

4.032RSA

13

Feb 26, 2026

Assistant and Summary personalization tasks (test)

83.91Win Rate

12

Feb 26, 2026

StereoSet Explicit Preference (test)

79.1Preference Score

8

Jun 2, 2026

StereoSet Implicit Preference (test)

0.474Pref Score

8

Jun 2, 2026

AIME Explicit Preference 2025 (test)

69.9Pref

8

Jun 2, 2026

AIME Implicit Preference 2025 (test)

0.221Preference Score

8

Jun 2, 2026

Review Interpolated Users

84.6Winrate

8

Apr 20, 2026

Review Trained Users

92.3Winrate

8

Apr 20, 2026

Real-world failure cases from large-scale commercial PA

73.4Macro Accuracy

4

Feb 26, 2026

24Macro Accuracy

4

Feb 26, 2026

Popular datasets

AIME StereoSet Review LS Assistant and Summary personalization tasks

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