Audio Classification on ESC50 Actions (test)
99AccuracyMUKA
Evaluation results
| Method | Links | |
|---|---|---|
| MUKATraining Approach=Training-free, Shots=16, Backbone=PENGI2026.02 | 99 | |
| Linear ProbingTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.02 | 98.83 | |
| Treff-AdapterTraining Approach=Training-free, Shots=16, Backbone=PENGI2026.02 | 97.75 | |
| PaLMTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.02 | 96.58 | |
| CoCoOpTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.02 | 96.34 | |
| CoOpTraining Approach=Training-based, Shots=16, Backbone=PENGI2026.02 | 95.25 | |
| Zero-ShotTraining Approach=Training-free, Shots=0, Backbone=PENGI2026.02 | 65.25 |