Keyword Spotting on SPC V2
98.4AccuracyM2D-AS/0.7
Evaluation results
| Method | Links | |
|---|---|---|
| M2D-AS/0.7# Params=86M, Masking ratio=0.7, Fine-tuning=true2024.04 | 98.4 | |
| M2D/0.7# Params=86M, Masking ratio=0.7, Fine-tuning=true2024.04 | 98.4 | |
| AST (Single)# Params=86M, Fine-tuning=true2024.04 | 98.11 | |
| BEATS_iter3+# Params=90M, Fine-tuning=true2024.04 | 98.1 | |
| HTS-AT# Params=31M, Fine-tuning=true2024.04 | 98 | |
| M2DNumber of Parameters=86M, Masking ratio=0.7, Target Feeding=all patches, Linear Evaluation=true2024.04 | 96.2 | |
| M2DNumber of Parameters=86M, Masking ratio=0.6, Target Feeding=masked patches, Linear Evaluation=true2024.04 | 96.2 | |
| MSM-MAENumber of Parameters=86M, Masking ratio=0.75, Linear Evaluation=true2024.04 | 96 | |
| M2DNumber of Parameters=86M, Masking ratio=0.6, Target Feeding=all patches, Linear Evaluation=true2024.04 | 96 | |
| M2DNumber of Parameters=86M, Masking ratio=0.7, Target Feeding=masked patches, Linear Evaluation=true2024.04 | 96 | |
| ATST BaseNumber of Parameters=86M, Linear Evaluation=true2024.04 | 95.1 | |
| BYOL-ANumber of Parameters=5.3M, Linear Evaluation=true2024.04 | 93.1 | |
| SF NFNet-F0Number of Parameters=63M, Linear Evaluation=true2024.04 | 93 | |
| DeLoRes-MNumber of Parameters=5.3M, Linear Evaluation=true2024.04 | 89.7 | |
| BEATSiter3Number of Parameters=90M, Linear Evaluation=true2024.04 | 89.4 | |
| BEATSiter3+Number of Parameters=90M, Linear Evaluation=true2024.04 | 86.7 | |
| HTS-ATNumber of Parameters=31M, Linear Evaluation=true2024.04 | 82.1 | |
| AST-Fusion#5#12Number of Parameters=86M, Linear Evaluation=true2024.04 | 80.4 | |
| ASTNumber of Parameters=86M, Linear Evaluation=true2024.04 | 71.8 |