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Work item:
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H.FDM-AC-TS
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Subject/title:
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Assessment criteria for foundation models: Time series
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Status:
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Under study
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Approval process:
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AAP
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Type of work item:
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Recommendation
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Version:
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New
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Equivalent number:
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-
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Timing:
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2027-06 (Medium priority)
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Liaison:
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ISO/IEC JTC 1/SC 42, IEEE C/AISC
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Supporting members:
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State Grid Corporation of China; Ministry of Industry and Information Technology; China Telecommunications Corporation; Institute of Computing Technology, Chinese Academy of Sciences. Beijing University of Posts and Telecommunications.
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Summary:
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Time series foundation models surpass traditional time series models in terms of generalization capabilities, flexibility, and adaptability. The establishment of robust assessment criteria is vital for validating the performance and fostering the development of these models. This recommendation identifies the overview, assessment process, method, requirements and metrics for assessing time series foundation models. It introduces time series foundation models and enhances the assessment metrics. Furthermore, it delineates the assessment process and methodology for time series foundation models. The recommendation aims to help developers recognize the strengths and weaknesses of time series foundation models in real-world scenarios and applications, offering guidance for their design, development, and optimization.
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Comment:
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-
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Reference(s):
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Historic references:
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Contact(s):
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First registration in the WP:
2025-02-18 16:23:10
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Last update:
2026-09-04 13:48:39
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