Pitch Classification on Surge
43.3AccuracyMSM-MAE
Evaluation results
| Method | Links | |
|---|---|---|
| MSM-MAENumber of Parameters=86M, Masking ratio=0.75, Linear Evaluation=true2024.04 | 43.3 | |
| M2DNumber of Parameters=86M, Masking ratio=0.7, Target Feeding=masked patches, Linear Evaluation=true2024.04 | 42.1 | |
| M2DNumber of Parameters=86M, Masking ratio=0.7, Target Feeding=all patches, Linear Evaluation=true2024.04 | 41.9 | |
| M2DNumber of Parameters=86M, Masking ratio=0.6, Target Feeding=masked patches, Linear Evaluation=true2024.04 | 41.7 | |
| M2DNumber of Parameters=86M, Masking ratio=0.6, Target Feeding=all patches, Linear Evaluation=true2024.04 | 41.2 | |
| BEATSiter3Number of Parameters=90M, Linear Evaluation=true2024.04 | 39.3 | |
| BYOL-ANumber of Parameters=5.3M, Linear Evaluation=true2024.04 | 37.6 | |
| BEATSiter3+Number of Parameters=90M, Linear Evaluation=true2024.04 | 35.7 | |
| AST-Fusion#5#12Number of Parameters=86M, Linear Evaluation=true2024.04 | 34.6 | |
| ATST BaseNumber of Parameters=86M, Linear Evaluation=true2024.04 | 32.8 | |
| HTS-ATNumber of Parameters=31M, Linear Evaluation=true2024.04 | 26.3 | |
| ASTNumber of Parameters=86M, Linear Evaluation=true2024.04 | 25.8 |