Beyond Static Benchmarks: A Post-Leaderboard Evaluation Paradigm for Generative Music and Creative AI

Authors

Alexander Lerch (ORCID: https://orcid.org/0000-0001-6319-578X)

Institutions

Georgia Institute of Technology (US)

Publication Details

Journal: HAL (Le Centre pour la Communication Scientifique Directe)
Published: 2026-08-24
DOI: https://doi.org/10.5281/zenodo.22081537
Primary Topic: Music Technology and Sound Studies
Type: preprint

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preprint

Beyond Static Benchmarks: A Post-Leaderboard Evaluation Paradigm for Generative Music and Creative AI

Alexander Lerch

Aug 24, 2026

HAL (Le Centre pour la Communication Scientifique Directe)

Music Technology and Sound Studies

preprint

Beyond Static Benchmarks: A Post-Leaderboard Evaluation Paradigm for Generative Music and Creative AI

Alexander Lerch

August 24, 2026preprint en

Abstract

No abstract available for this paper.

HAL (Le Centre pour la Communication Scientifique Directe)

Georgia Institute of Technology (US)

Life in Land

Music Technology and Sound Studies

DOI Open Access PDF OpenAlex

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Beyond Static Benchmarks: A Post-Leaderboard Evaluation Paradigm for Generative Music and Creative AI — Alexander Lerch · HAL (Le Centre pour la Communication Scientifique Directe) (2026) | TGRS Research Map | TGRS