Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Direct Preference Optimization research benchmarks · SOTA2 Research

Direct Preference Optimization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SHP AlpacaEval 2.0

18.44LCWR

14

May 19, 2026

69.92Accuracy

11

Mar 23, 2026

91.47Accuracy

11

Mar 23, 2026

58.92Accuracy

11

Mar 23, 2026

Code-Vulnerability-Security 11 clients

92.8Accuracy

11

Mar 23, 2026

Code-Vulnerability-Security 3 clients

96.92Accuracy

11

Mar 23, 2026

IMDB 10 clients

85.23Accuracy

11

Mar 23, 2026

87.41Accuracy

11

Mar 23, 2026

RLHFlow AlpacaEval 2.0

Difficulty-Based Preference Data Selection

19.85LCWR

7

May 19, 2026

Skywork AlpacaEval 2.0

Difficulty-Based Preference Data Selection

20.56LCWR

7

May 19, 2026

Popular datasets

IMDB Code-Vulnerability-Security UltraFeedback Skywork SHP

Follow for updates

Join SOTA2 Contact