Speech Command Recognition on Google Speech Command Dataset 20-cmd V2 (test)
98.11AccuracyAST-S
Evaluation Results
| Method | Links | |
|---|---|---|
| AST-SAdditional audio data pre-training=false2021.04 | 98.11 | |
| AST-PAdditional audio data pre-training=true2021.04 | 97.88 | |
| SOTA-PAdditional audio data pre-training=true2021.04 | 97.7 | |
| SOTA-SAdditional audio data pre-training=false2021.04 | 97.4 | |
| EPDMUSNN=No2025.12 | 97.01 | |
| Bi-PDMUSNN=No2025.12 | 96.96 | |
| PDMUSNN=No2025.12 | 96.93 | |
| LMUFormerSNN=No2025.12 | 96.53 | |
| Spiking DMUSNN=Yes2025.12 | 96.39 | |
| liBRUSNN=No2025.12 | 95.06 | |
| TC-LIFSNN=Yes2025.12 | 94.84 | |
| RadLIFSNN=Yes2025.12 | 94.51 | |
| Attention RNN2018.08 | 94.5 | |
| SRNN+ALIFSNN=Yes2025.12 | 92.1 | |
| RNNSNN=No2025.12 | 92.09 | |
| SNN with SFASNN=Yes2025.12 | 91.21 | |
| SNNSNN=Yes2025.12 | 89.04 | |
| LIFSNN=Yes2025.12 | 83.03 | |
| Rate-based SNNSNN=Yes2025.12 | 75.2 |