Audio Classification on MTT
41.1mAPMATPAC
Evaluation results
| Method | Links | |
|---|---|---|
| MATPACTraining data=AS, nr,epoch=10, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 41.1 | |
| MATPACTraining data=AS, nr,epoch=20, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 41 | |
| MATPAC w/o ClassificationTraining data=AS, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 40.8 | |
| M2Dratio=0.7, Training data=AS, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 40.6 | |
| PaSSTTraining data=AS, Learning type=Supervised, Evaluation protocol=Linear evaluation2025.02 | 40.4 | |
| BEATs iter3+Training data=AS, Learning type=Supervised, Evaluation protocol=Linear evaluation2025.02 | 40.3 | |
| HTS-ATTraining data=AS, Learning type=Supervised, Evaluation protocol=Linear evaluation2025.02 | 40.1 | |
| ATST-ClipTraining data=AS, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 39.1 | |
| ATST-FrameTraining data=AS, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 39.1 | |
| BEATS iter3Training data=AS, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 38.3 | |
| MAE-ASTTraining data=AS+LS, Learning type=SSL, Evaluation protocol=Linear evaluation2025.02 | 36.9 |