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Audio Classification on GT-Music-Genre (test)

83.17AccuracyMUKA
30.473244.154157.83571.5159Feb 15, 2026

Evaluation results

MethodLinks
MUKATraining Approach=Training-free, Shots=16, Backbone=PENGI2026.0283.17
PaLMTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0280
Linear ProbingTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0275.67
CoCoOpTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0275.17
CoOpTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0271.83
Treff-AdapterTraining Approach=Training-free, Shots=16, Backbone=PENGI2026.0261.17
Zero-ShotTraining Approach=Training-free, Shots=0, Backbone=PENGI2026.0232.5