Artificial
Musical
Intelligence
An open platform created to advance research on artificial musical intelligence. Explore models, benchmarks, and more.
Benchmarks
Commonly used benchmarks.
Click to see more details. Press Select, then pick multiple to cite or download in bulk. Benchmarks with questions loaded on the site can be inspected.
Questions
Models
An ever-growing list of Audio-Language Models (ALMs) or multi-modal models that listen to audio.
Click a model for release date, creators, and paper.
Evaluation
Click a category to see its full definition, coverage, example, and evaluation methods.
Evaluation study
The MMAR music set, answered by two models both as multiple choice (apparent skill) and open-ended (actual skill), with open-ended answers graded by a PIAC-aware judge.
By PIAC category
Results
Published benchmark performance, linked at the level of each reported value to its original source.