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

Step-level reasoning verification research benchmarks · SOTA2 Research

Step-level reasoning verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RLHFlow-PRM-Deepseek-8B

44PR-AUC

19

Apr 23, 2026

Skywork-PRM-1.5B

52.7PR-AUC

19

Apr 23, 2026

ReProbe, Hidden States, GPT-OSS-anno

69.8PR-AUC

19

Apr 23, 2026

ReProbe, Hidden States, GPT-OSS-anno

73.4PR-AUC

19

Apr 23, 2026

Qwen2.5-Math-7B-PRM800k

82.5PR-AUC

19

Apr 23, 2026

ReProbe, Hidden States, GPT-OSS-anno

68.2PR-AUC

19

Apr 23, 2026

Qwen2.5-Math-PRM-7B

93PR-AUC

19

Apr 23, 2026

Aggregate ID/OOD

Qwen2.5-Math-7B-PRM800k

37.3ID Score

13

Apr 23, 2026

Popular datasets

GSM8K SciQA ProofNet Aggregate StrQA

Follow for updates

Join SOTA2 Contact