Active PAR

P3701.1

Standard for Performance Benchmarking of Large-Scale Pre-Trained Models in Manufacturing with Knowledge Enhancement

This standard specifies a methodology for benchmarking the performance of large-scale, knowledge-enhanced pre-trained models that are used in the manufacturing industry. The standard specifies testing approaches, performance metrics, and measurement methods. The standard also defines requirements for the testing dataset.

Standard Committee
C/KESC - Knowledge Engineering Standards Committee
Status
Active PAR
PAR Approval
2025-11-04

Working Group Details

Society
IEEE Computer Society
Standard Committee
C/KESC - Knowledge Engineering Standards Committee
Working Group
LPMEWG - Large-scale Pre-trained Model Evaluation Working Group
IEEE Program Manager
Meng Zhao
Contact Meng Zhao
Working Group Chair
Ruiqi Li

Other Activities From This Working Group

Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.


No Active Projects

Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.


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These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.


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These standards are removed from active status through an administrative process for standards that have not undergone a revision process within 10 years.


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