Interpretation for Audio Classification on UrbanSound8K Mel-Masking LJ-Speech contamination (test)
36.24AILMAC-ZS
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LMAC-ZSmode=zero-shot, variant=Full2024.05 | 36.24 | 13.9 | 20.47 | 41 | 0.73 | 0.86 | 8.79 | 10 | |
| LMAC-ZSmode=zero-shot, variant=CT2024.05 | 25.78 | 23.54 | 17.43 | 37 | 0.55 | 0.86 | 8.93 | 7 | |
| GradCam++mode=zero-shot2024.05 | 10.86 | 36.61 | 6.28 | 45 | 0.32 | 0.37 | 10.39 | 41 | |
| GradCammode=zero-shot2024.05 | 3.49 | 46.48 | 1.69 | 28 | 0.14 | 0.68 | 9.68 | 19 | |
| SmoothGradmode=zero-shot2024.05 | 2.04 | 50.09 | 1.1 | 3 | 0.05 | 0.31 | 10.35 | 4 | |
| IGmode=zero-shot2024.05 | 1.69 | 49.8 | 0.74 | 12 | 0.05 | 0.6 | 10.03 | 3 |