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عمومی::
برنامه محکزنی-ابزار بنچمارک
The AI community-made up of users, industry, academia, and government-must be energized to participate in developing standards and benchmark programs.
One successful example of a high-impact, community-based, AI-relevant benchmark program is the Text Retrieval Conference (TREC),104 which was started by NIST in 1992 to provide the infrastructure necessary for large-scale evaluation of information retrieval methodologies.
The standard, widely available, and carefully constructed set of data put forth by TREC has been credited with revitalizing research on information retrieval.105, 106 A second example is the NIST periodic benchmark program in the area of machine vision applied to biometrics,107 particularly face recognition.108 This began with the Face Recognition Technology (FERET) evaluation in 1993, which provided a standard dataset of face photos designed to support face recognition algorithm development as well as an evaluation protocol.
This benchmark program has contributed greatly to the improvement of facial recognition technology.
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