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Audio Classification on SESA (test)

90.16AccuracyMUKA
71.33676.22381.1185.997Feb 15, 2026

Evaluation results

MethodLinks
MUKATraining Approach=Training-free, Shots=16, Backbone=PENGI2026.0290.16
CoOpTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0289.52
PaLMTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0289.52
Linear ProbingTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0288.89
CoCoOpTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.0286.98
Zero-ShotTraining Approach=Training-free, Shots=0, Backbone=PENGI2026.0272.38
Treff-AdapterTraining Approach=Training-free, Shots=16, Backbone=PENGI2026.0272.06